{"pages":{"search":{"query":"Medical İmage Analysis Lab","originalQuery":"Medical Image Analysis Lab","serpid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","parentReqid":"","serpItems":[{"id":"983004333025267430-0-0","type":"videoSnippet","props":{"videoId":"983004333025267430"},"curPage":0},{"id":"17943376016429752555-0-1","type":"videoSnippet","props":{"videoId":"17943376016429752555"},"curPage":0},{"id":"1430254693801227472-0-2","type":"videoSnippet","props":{"videoId":"1430254693801227472"},"curPage":0},{"id":"9649786541755193030-0-3","type":"videoSnippet","props":{"videoId":"9649786541755193030"},"curPage":0},{"id":"R-I-113683-5-0-4","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":4,"grab":"dE1lZGljYWwgxLBtYWdlIEFuYWx5c2lzIExhYgo=","statId":4,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","ui":"desktop","yuid":"3458284341769551320"}}},"isAdult":false,"position":4,"placement":"empty"},"curPage":0},{"id":"6200146287009445199-0-5","type":"videoSnippet","props":{"videoId":"6200146287009445199"},"curPage":0},{"id":"3378709727317657208-0-6","type":"videoSnippet","props":{"videoId":"3378709727317657208"},"curPage":0},{"id":"14261387703858440141-0-7","type":"videoSnippet","props":{"videoId":"14261387703858440141"},"curPage":0},{"id":"18298560829154137613-0-8","type":"videoSnippet","props":{"videoId":"18298560829154137613"},"curPage":0},{"id":"9367398910819148160-0-9","type":"videoSnippet","props":{"videoId":"9367398910819148160"},"curPage":0},{"id":"13563977039761657716-0-10","type":"videoSnippet","props":{"videoId":"13563977039761657716"},"curPage":0},{"id":"R-I-113683-5-0-11","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":11,"grab":"dE1lZGljYWwgxLBtYWdlIEFuYWx5c2lzIExhYgo=","statId":11,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","ui":"desktop","yuid":"3458284341769551320"}}},"isAdult":false,"position":11,"placement":"empty"},"curPage":0},{"id":"7337290651771433986-0-12","type":"videoSnippet","props":{"videoId":"7337290651771433986"},"curPage":0},{"id":"10998714402996343003-0-13","type":"videoSnippet","props":{"videoId":"10998714402996343003"},"curPage":0},{"id":"1970343227587215550-0-14","type":"videoSnippet","props":{"videoId":"1970343227587215550"},"curPage":0},{"id":"14817790775723723099-0-15","type":"videoSnippet","props":{"videoId":"14817790775723723099"},"curPage":0},{"id":"13076685377397378971-0-16","type":"videoSnippet","props":{"videoId":"13076685377397378971"},"curPage":0},{"id":"8230479115813302281-0-17","type":"videoSnippet","props":{"videoId":"8230479115813302281"},"curPage":0},{"id":"8835941002831375981-0-18","type":"videoSnippet","props":{"videoId":"8835941002831375981"},"curPage":0},{"id":"16750959311964505259-0-19","type":"videoSnippet","props":{"videoId":"16750959311964505259"},"curPage":0}],"filters":{},"serpFooter":{"linksGroups":[{"type":"geo","links":[{"label":"Columbus","title":"Columbus","url":"//yandex.com.tr/tune/geo/","logNode":{"name":"region"},"target":"_self","a11yLabel":"Bölgeniz Columbus","needRetpath":true}]},{"type":"help","links":[{"label":"Bize ulaşın","url":"https://yandex.com.tr/support/video/troubleshooting.html","logNode":{"name":"feedback"},"needRetpath":true},{"label":"Yardım","url":"https://yandex.com.tr/support/video/","logNode":{"name":"help"},"needRetpath":true}]},{"type":"settings","links":[{"label":"Ayarlar","url":"https://yandex.com.tr/tune/search/","target":"_self","logNode":{"name":"settings"},"needRetpath":true}]},{"type":"company","links":[{"label":"Şirket hakkında","url":"//yandex.com.tr/company/","logNode":{"name":"about"},"target":"_blank"},{"label":"Kullanım lisansı","url":"//yandex.com.tr/legal/termsofuse/","logNode":{"name":"license"},"target":"_blank"},{"label":"Gizlilik Politikası","url":"//yandex.com.tr/legal/confidential/","logNode":{"name":"confidential"},"target":"_blank"}],"a11yHidden":true}],"hasExtralinks":true},"currentPage":0,"prevPageToLoad":-1,"nextPageToLoad":1,"isTranslationsFilterEnabled":false,"isTranslationsDistributionEnabled":false,"isTranslationsDistributionOnboardingEnabled":false,"isFeedbackModalVisible":false,"correction":{"items":[{"kind":"reask","rule":"Misspell","query":"Medical \u0007(I\u0007)mage Analysis Lab","url":"/video/search?text=Medical+Image+Analysis+Lab&noreask=1&nomisspell=1","params":{"text":"Medical Image Analysis Lab","noreask":"1","nomisspell":"1"},"helpUrl":"https://yandex.com.tr/support/search/info/request-correction.xml","helpTarget":"_blank","helpAriaLabel":"Yazım hatası düzeltme servisi"}],"id":"371119396478"},"prevention":{},"hasNextPage":true,"rightSerpItems":[{"type":"direct","id":"search-list-right","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"R-I-8843654-1","renderTo":"search-list-right-0-R-I-8843654-1","pageNumber":0,"grab":"dE1lZGljYWwgxLBtYWdlIEFuYWx5c2lzIExhYgo=","darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","ui":"desktop","yuid":"3458284341769551320"}}},"isAdult":false,"position":0,"placement":"search-list-right"},"curPage":0}],"isAdultQuery":false,"errorList":[],"layout":"list","retpath":"https%3A%2F%2Ftwitter.yandex.com.tr%2Fvideo%2Fsearch%3Ftext%3DMedical%2BImage%2BAnalysis%2BLab"},"main":{"_isInitial":true,"snippets":[],"serpFooter":{"linksGroups":[]},"isLoggedIn":false,"tags":[]}},"internal":{"nonce":"5282135272906100557210","expFlags":{"video_settings_toolbar_redesign":1,"velocity_delay_drawer":1,"video_feedback_in_d2d":1,"video_viewer_heartbeat_disabled_in_no_js_api":1,"video_search_toggle_with_text":1,"velocity_disable_suspense":1,"video_viewer_desktop_smart_layout":1,"dark_theme_desktop":"cookie","distr_splashscreen_on":1,"video_viewer_check_sandbox_origin":1,"video_font_yandex_sans":1,"video_adv_new_show_rules":1,"video_resource_loader":1,"video_adv_config_desktop":{"search-list":{"adult":{"default":"R-I-474674-135","mail":"R-A-13426421-23"},"regular":{"default":"R-I-48058-751","mail":"R-A-13411721-23"}},"search-grid-inplace":{"adult":{"default":"R-I-474674-126","mail":"R-A-13426421-16"},"regular":{"default":"R-I-48058-742","mail":"R-A-13411721-16"}}},"new_template_version":4,"video_search_page_no_islands":1,"video_vh_player_js":0,"video_masthead_ratio":"180,4","video_searchdata_scheme":1,"video_viewer_related_fail_error_screen":1,"velocity_delay_metrika":1,"video_viewer_no_islands":1,"video_viewer_channel_link_mode":2,"video_partner_label":1,"video_resource_loader_load_timeout":6000,"int_tr":1,"mmui_extended_escape_scheme":"searchdata.clips.0.authorname","tabs_order_version":"search,images,video,newstr,maps,translate,tr_ecom","spok":"id","video_suggest_use_serp":1,"video_search_grid_direct_repeat":6,"video_viewer_critical_error_codes":"101,102,103,100,151,152,153,154,155,156,150","video_direct_config_desktop_search":"search-grid-row:R-I-48058-718:R-I-474674-109,search-grid-head:R-I-2120168-7","init_meta":{"enable-yabs-distr":1,"ask-user-purchase-history":1,"use-src-videoquickp":1,"enable-begemot":1,"enable_masthead":1,"use-src-videop":1,"use-src-videoquickp_misspell":1,"enable_blackbox_multisession":1,"begemot-enable-cancelled-misspell-rtmr":1,"enable_video_iron_fetcher":1,"use-related-only":1,"ask-yandex-io-devices":1,"use-images-device-setup":1,"use-src-imagesp":1,"images-apphost-collections-front":1,"enable_aab_apphost":1,"graph-is-video-search":1,"bg-bert-video":1,"use-src-imagesp_misspell":1,"use-src-imagesultrap":1,"use-video-apphost-pre-templates":1,"use-src-videop_misspell":1,"use-video-apphost-post-templates":1,"use-src-imagesquickp":1,"enable_video_carousels":"1","restrict-max-docs":"1000","use-images-region-setup":1,"use-post-auto2":1,"use-images-settings-setup":1,"use-src-ugc_favorites":1,"video_vitrina_disable":"0","use-images-user-setup":1,"use-video-pre-search-data":1,"begemot-no-suggest-history":1},"video_depot_viewer_masthead_ssr_only":1,"video_blender":1,"video_search_grid_enable":0,"video_viewer_desktop_fix_d2d_scroll":1,"video_depot_viewer_legacy_counters":1,"video_search_grid_direct_start":3,"video_adv_new_show_rules_docs_count":1,"beauty_header_futuris_tab":9,"video_related_suggest_enable":1,"video_redirect_plug":2,"video_adv_grid_inplace":1,"distr_popup_on":1,"dark_theme_desktop_default_pref":"system","video_search_toggle_enable":1,"video_depot_viewer_related_adv_margin":400,"video_viewer_doc2doc_instant_load":1,"velocity_split_hydration":4,"video_duration_counter_new_format":1,"video_force_grid_on_premordie":1,"int_online_summarization_video_snippet":1,"video_morda_header_nav":1,"video_nohost_full_filter":1,"distr_pcode_off":1,"video_baobab_blockstat":1,"video_thumb_poster_full":1,"video_scrollpages":2,"video_serp_desktop_block_design":1,"video_nohost_youtube_filter":0,"video_viewer_host_link_mode":1},"slots":["1466867,0,40;560914,0,73;151171,0,44;1281084,0,20;287509,0,98;1447467,0,52;1447551,0,97;1473596,0,30;1466396,0,34"],"isYandexNet":false,"platform":"desktop","isEnLogo":true,"retpath":"https%3A%2F%2Ftwitter.yandex.com.tr%2Fvideo%2Fsearch%3Ftext%3DMedical%2BImage%2BAnalysis%2BLab","mordaUrl":"//yandex.com.tr/","videoSearchUrl":"https://twitter.yandex.com.tr/video/search?text=Medical+Image+Analysis+Lab","settingsUrl":"https://yandex.com.tr/tune/search/","helpUrl":"https://yandex.com.tr/support/video/","legalUrl":"//legal.yandex.com.tr/termsofuse/","feedbackUrl":"https://yandex.com.tr/support/video/troubleshooting.html","basename":"/video","currentPageName":"search","isYandexApp":false,"isYandexAppAndroid":false,"isYandexAppIos":false,"isAnyYaBro":false,"isAndroid":false,"isHamster":false,"serpid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","backUrl":"//ya.ru","url":"https://twitter.yandex.com.tr/video/search?text=Medical+Image+Analysis+Lab","isIntegrationTest":false,"isEndToEndTest":false,"shouldDropLogs":false,"seo":{"title":"Medical İmage Analysis Lab: Yandex'te 2 bin video bulundu","description":"Результаты поиска по запросу \"Medical İmage Analysis Lab\" в Яндексе","keywords":"яндекс видео, поиск видео, смотреть онлайн, сериалы, фильмы, клипы","shareTitle":"Medical İmage Analysis Lab — Яндекс — поиск по видео"},"isEmbedded":false,"isPumpkin":false,"sessionCsrfToken":"y4d74a3c0489f64e3edc7a68203e486dc","reportFeedbackBaseProps":{"initEmail":"","metaFields":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","userTestids":"1466867,560914,151171,1281084,287509,1447467,1447551,1473596,1466396","queryText":"Medical Image Analysis Lab","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","userRegionName":"","userRegionId":"id() {\n return this._region.id;\n }","yandexuid":"3458284341769551320","uid":"0","isChildAccount":false}},"userTestids":"191768,238743,246500,253288,265553,270072,277807,274239,294077,278842,331010,338398,378416,359879,415420,644350,652605,645301,679708,689693,690449,696466,696473,722746,740796,776165,771230,781521,790415,801982,851450,886706,883477,900639,931367,937268,969063,935488,945314,989988,982463,991363,990185,1015567,1011895,1035320,1033956,1035241,1036046,1087297,1060131,1071879,1078818,1077703,1116602,1045814,1131637,1144233,1151726,1156933,1174275,1173000,1167408,1202006,1194718,1221235,1228280,1239596,1227266,1226860,1246754,1276447,1289213,1316370,1313283,1321224,1300570,1320679,1352408,1342688,1344637,1341968,1345362,1343279,1367583,1336673,1348424,1382036,1391511,1384451,1402882,1407422,1417605,1424780,1429092,1438908,1444206,1449283,1452713,1457995,1459277,1459585,1461130,1472666,1466451,1299604","regionId":20815,"isYaRu":false,"shouldUnmountSearchPageInViewer":false,"videoGlobalContext":{"platform":"desktop","isPumpkin":false,"language":"tr","user_time":{"epoch":"1769551370","tz":"America/Louisville","to_iso":"2026-01-27T17:02:50-0500","__is_plain":1},"isHermione":false,"shouldStubImages":true,"enableVideoPreviewInHermione":false,"reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","isEmbedded":false,"shouldShowMainPageButtonInViewer":false,"shouldDisableWebp":false,"removeLinkPrefix":"/video","shouldUseHighresPreview":true,"shouldCutSnippetTitle":true,"shouldShowPlusBadge":true,"reportFeedbackBaseProps":{"initEmail":"","metaFields":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","userTestids":"1466867,560914,151171,1281084,287509,1447467,1447551,1473596,1466396","queryText":"Medical Image Analysis Lab","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","userRegionName":"","userRegionId":"id() {\n return this._region.id;\n }","yandexuid":"3458284341769551320","uid":"0","isChildAccount":false}},"deviceDetect":{"OSFamily":"Unknown","isTV":0,"x64":0,"GoogleToolBarVersion":"","MultiTouch":0,"BrowserBase":"","YandexBarVersion":"","isTablet":0,"YandexBar":0,"hasWebOmni":0,"isTouch":0,"hasYandexCamera":0,"isMobile":0,"DeviceKeyboard":"","device":"desktop","TurboAppPlatformVersion":"","historySupport":0,"BrowserShellVersion":"","DeviceVendor":"","isBrowser":0,"hasFlash":0,"MailRuSputnikVersion":"","isSameSiteSupported":0,"BrowserBaseVersion":"","BrowserVersionRaw":"","hasWebVert":0,"DeviceId":"","error":"","MailRuAgent":0,"ScreenWidth":0,"inAppBrowser":0,"hasHTML5":0,"isEmulator":0,"J2ME":0,"MailRuAgentVersion":"","BrowserEngineVersionRaw":"537.36","isRobot":1,"__is_plain":1,"BrowserEngineVersion":"0537.0036","BrowserName":"Unknown","DeviceModel":"","BrowserEngine":"WebKit","DeviceName":"","OSVersionRaw":"","OSName":"","GoogleToolBar":0,"ScreenSize":"","isTurboApp":0,"MailRuSputnik":0,"YaBuildName":"","isWAP":0,"PreferMobile":0,"DesktopMode":0,"BrowserVersion":"","BitsPerPixel":0,"BrowserShell":"","YaGUI":"","isBeta":0,"OSVersion":"","ScreenHeight":0},"nonce":"5282135272906100557210","disableDoc2DocHostLink":false,"shouldHideChannelLink":false,"disableChannelLink":false,"userConnectionRtt":168,"animated":false,"isDoc2DocScrollFix":true,"smartDesktopLayout":true,"enableVIImprovements":false,"enableLazyPoster":false,"isAdvDisabled":false,"shouldShowVideoPlaylistPane":false,"isVideoTranslationSupported":false,"isSummaryDisabled":false,"isSummaryOnlineEnabled":true,"shouldRenderBroSummaryApiContainer":false,"shouldDropLogs":false,"shouldUseBeacon":false,"hasAdBlock":false,"rknWarnHosts":[""],"relatedAdvRootMargin":400,"postInstreamScreenDuration":2000,"minVideoDurationForInstream":120,"isInstreamEnabledInTesting":false,"isFinalHeartbeatDisabledInNoJsApi":true,"wildcard":false,"isAdvUnderPlayerRedesign":false,"disableEarlyEventsInD2d":false,"isDoc2DocInstantLoadEnabled":true,"disableEarlyEventsUnsubscribe":false,"showDebugRelatedURL":false,"shouldUseBetaErrorLogging":false,"shouldShowMetaUnderPlayer":false,"isVideoViewerMetaTitleHidden":false,"isStickyPlayerDisabled":false,"headerNoFavicon":false,"headerBranded":false,"shouldCensorSensitiveContent":false,"isAdvUnderPlayerTransparent":false,"isDoc2DocGridLayoutEnabled":false,"detailsRedesignEnabled":false,"detailsRedesignV2Enabled":false,"detailsRedesignV3Enabled":false,"isIslandsDisabled":true,"isD2DEmptyLoadFixDisabled":false,"isRoundedPlayerEnabled":false,"isSettingsToolbarRedesign":true,"isDoc2DocEmptyRetryEnabled":false,"isAdvUnderPlayerWithBackdrop":false,"isTouchAdvWithBackdrop":false,"isDoc2DocErrorScreenEnabled":true,"isDoc2DocFeedbackKebabEnabled":true,"isCommentsEnabled":false,"isCommentsCountOnSnippetsEnabled":false,"criticalErrorCodes":["101","102","103","100","151","152","153","154","155","156","150"],"isVideoMainButtonInitiallyCollapsed":false,"isAdvUnderPlayerWithInnerPadding":false,"isKebabAdvancedActionsEnabled":false,"isKebabOnTouchVideoSearchEnabled":false,"isAdvVideoListLikeUnderPlayer":false,"isSummaryInMetaButtons":false,"isSummaryInMetaButtonsDesktop":false,"isMetaCommentsButtonEnabled":false,"preventAdvHideOnEmpty":false},"shouldShowAdvId":false,"isAdultQuery":false,"isSensitivePage":false,"showSensitive":false,"shouldReplaceHref":false},"user":{"tld":"com.tr","isEuDomain":false,"login":"","passportId":"","isLoggedIn":false,"locationName":"Columbus","isFamily":false,"yandexuid":"3458284341769551320","ugcCsrfToken":"","family":1,"isChild":false},"config":{"skinMode":"system","skin":"light","version":"releases-frontend-video-v1.1754.0__7d090cb2d4d9823803190509a95d03c049893005","isGridSupported":false,"advConfig":{"under-player":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"under-player-lite":{"regular":{"default":"R-I-48058-728"},"adult":{"default":"R-I-474674-103"}},"under-player-old":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"video-list":{"regular":{"default":"R-I-48058-708","mail":"R-A-13411721-2"},"adult":{"default":"R-I-474674-101","mail":"R-A-13426421-2"}},"search-list":{"adult":{"default":"R-I-474674-135","mail":"R-A-13426421-23"},"regular":{"default":"R-I-48058-751","mail":"R-A-13411721-23"}},"search-grid-row":{"regular":{"default":"R-I-48058-718","mail":"R-A-13411721-4"},"adult":{"default":"R-I-474674-109","mail":"R-A-13426421-4"}},"search-grid-head":{"regular":{"default":"R-I-2120168-7"}},"search-list-right":{"regular":{"default":"R-I-8843654-1"}},"before-player-old":{"regular":{"default":"R-I-2120168-1"}},"before-player":{"regular":{"default":"R-I-2120168-1"}},"search-grid-inplace":{"adult":{"default":"R-I-474674-126","mail":"R-A-13426421-16"},"regular":{"default":"R-I-48058-742","mail":"R-A-13411721-16"}}},"isSkinInitedOnClient":false},"counters":{"params":{"useBeacon":false,"clickHost":"twitter.yandex.com.tr/clck","pid":197},"dict":{"viewer":"2921","user":"538","info":"1275","sources":"1500","select":"775","close":"486","open":"842","source":"186","link":"513","click":"882","tech":"690","player":"1242","change":"719","summary":"3410","init":"1309","item":"22","button":"440","shown":"3780","copy":"1276","text":"232","load":"1724","fallback":"2010","channel":"1345","hide":"1656","serp":"471","pager":"405","down":"601","up":"600","footer":"295","more":"75","page":"143","loaded":"1007","grid":"3223","support":"2458","client":"2989","layout":"54","list":"436","duration":"2136","within":"3247","on":"10","off":"11","host":"3052","supported":"3761","enable":"2396","disable":"2395","full":"318","video":"231","translation":"347","distrib":"316","onboarding":"2045","filters":"618","lang":"1144","advanced":"255","apply":"2461","reset":"3236","short":"142","toggle":"237","snippet":"254","icon":"1167","abuse":"1436","submit":"297","wizard":"358","incut":"1073","extralinks":"3557","show":"487","feedback":"296","out":"3218","popup":"1544","scroll":"768","retry":"3545","region":"287","help":"177","settings":"1137","recommendations":"2671","home":"1319","soo":"65","youtube":"624","google":"66","bing":"568"}},"clips":{"items":{"983004333025267430":{"videoId":"983004333025267430","docid":"34-11-8-Z4814A39FB58CC37A","description":"Medical images come from multiple sources such as MRI, CT, X-ray, ultrasound, and PET/Spect. The challenge is to visualize and analyze this multi-domain image data to extract clinically...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1533463/63efa2ba336881f5d544dbe4e4be5039/564x318_1"},"target":"_self","position":"0","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DPJnQLK4HfFM","linkTemplate":"/video/preview/983004333025267430?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis and AI Workflows in Matlab","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=PJnQLK4HfFM\",\"src\":\"serp\",\"rvb\":\"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_E6oYggQkAYAEKyqLARABGniB-wQBAv4DAAYE_g75C_sDDv4GAvcAAAD8E_oC-gT-AP38_f0HAAAABQ30CgUAAAADAfkF8_4BAAQE-AcEAAAAFgT8_QMAAAACC_gG_gEAAPj9CgH1AgABFAQSAgAAAAAF_gL3AQAAAPQQ_v4AAAAAE_wABQABAAAgAC2ddds7OBNACUhOUAIqcxAAGmASEAAsDDnM_Bs34gAr8f35-ekI9LEOAAf_AO4SEKkIF965CxAAFfkh8rUAAAAN9N0U-gDDYub_2O4J5OX-xfAwJH_EBtLlECDvvhHA7CnbMwz-MSYA6_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-AAB8PgAAfL4AANg9AADgvAAAG78AAAy-AACovQAA4LwAANg9AAA0PgAARD4AAFC9AAAcvgAA2j4AADA9AAAkPgAA5j4AAH8_AACIvQAAuD0AAKg9AAA0PgAAqD0AADC9AACYvQAALL4AABw-AADoPQAAHL4AAKC8AACYvQAAcD0AAHQ-AACIPQAAnr4AAHS-AAAMvgAAdL4AAKg9AAAcPgAA-D0AAEw-AACIvQAAHD4AAIK-AABsvgAAFL4AAJg9AAAQPQAA2D0AAHA9AABAPAAA4DwAACc_AADIvQAAHD4AAAw-AAAUPgAAyL0AAMg9AADgvCAAOBNACUh8UAEqjwIQARqAAgAAqD0AAJo-AACKvgAAE78AAK6-AACgvAAAkj4AAFC9AAAMPgAAnj4AAAQ-AACCvgAAoDwAABy-AADgPAAAcL0AAKA8AAATPwAANL4AAMo-AACoPQAAnr4AAJi9AADgvAAAVD4AAGw-AABkvgAARD4AAIA7AACovQAAqL0AAIg9AAAkvgAA6D0AAOA8AABsvgAAjj4AAOA8AADovQAAjr4AAI4-AACYPQAAyL0AAIi9AABQPQAAUL0AAH-_AAAkPgAATL4AAOA8AABwvQAAFD4AAJK-AAB0PgAAgr4AACQ-AAAMvgAA2D0AAKA8AAA0PgAA-D0AAAS-AADYPQAAED0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=PJnQLK4HfFM","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["983004333025267430"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"17943376016429752555":{"videoId":"17943376016429752555","docid":"34-5-1-Z3C9D5B7ABC713E7E","description":"Bennett Landman, Associate Professor Department of Electrical Engineering, discusses the Medical-image Analysis and Statistical Interpretation Lab (MASI). For more information about VISE...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4578653/d8ee4cb4ba42f44f17ad5e5a10979218/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/4D4E4A68EE1655EFDEBD515AD7B3CBF476BDCFBEDBE777139A4874845EECE956F6EC155FDF2A23E69FDF250123AC071716DA62B8814305D06ED4C62D3FA3EE8A.mp4","videoType":"video/mp4"},"target":"_self","position":"1","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DqDyNS-nHF9Q","linkTemplate":"/video/preview/17943376016429752555?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"VISE Labs: MASI (Medical-image Analysis and Statistical Interpretation Lab)","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=qDyNS-nHF9Q\",\"src\":\"serp\",\"rvb\":\"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_AgD1DfoDAwT-AQsKBwD3AQEA9AsDBv0C_wD7-Qr6AQAAAPr_AQYIAAAA-_z0-fX-AQAV-wIMAwAAABkC_QD3AAAA_BIC8_8BAAD5C_kG9wEAABYF_gYAAAAA-f0KBQEAAAD5Cfr_AAAAABT8AAUAAQAAIAAt2X3WOzgTQAlITlACKoQCEAAa8AF_AgMCuP0h_Cj--QD-G_cBrPwL_y_59gDPBP4Are_g_-b_EADsDh0AJwv1AMwfFAHr6hL_RhAQ__ED_P83_-D_CgURADEA-QES-A8BDewJ_x77_v8M-hcA_vwA_xgS-P4NDun_3-79AhDpCv_-_QX8-g_-ASwB_wEU-vwB5_TuBAbyDf8gFgAC9gMM_gIDDv_k2_r96w4IBe7-6AP4FBn_L_3-Ahf9_AccFh3_7vrz_vj98P8aCxMB9wb6-h4aEvzdCRYB8Q4BAuse9QQI-fcKAO8D_Ojx___yC_gB9_f8_u38Avnt8_gKEP8PAf70_gAgAC2lQEw7OBNACUhhUAIqzwcQABrAB9eF575EvDq9CqGkO2tyJz25kS09kjk7PAuQwr2l5Ju9kjz8vFTXmz3PkpE8r7j2O5ZdUL6Q7Nu8iSimPDsZbD6uDOo8gowlPNZx_L3b0N68pR4YPedWeL4CWsS8eFIRuuvFQD7DKeU5hM2KvHIeaT07anG9vLQ8vblhqj1BNl89gxPyO6lP8j2A84K9wAESvZwUNj6IgCI8TPWJvH-jXT5RnyQ9Uq2PvK8iiL22j4s8KbopPX6nLj2VQRq9-XnfuoKL1T3EvSi9WviTu-19Cj75zyQ9uJTzPJz6wDwaAIW8Q7ZiPGa7Ej72tZ69mqSDPPjMKD30Oyg8G3KiPGO0Hr42Fnu7f2BYPN20GT49FtE8A2D6u8AcAj1dpxG8WABhuWXJF73OOM08baAMvELtN71km0o9KxK4O0K--LorVui8XS_yuzh9kj0fnqU87yE8vHbVnb15Edw8f-x9u75o0buQ3ks9rCMivNP6K75nPze9E00TOtUGJ73MkqU8NRu1PHeptz0ECSW9cYWBPBdTnz0tOKi7Z9DxO0LYX7yA33U8nfIHvC91Bj1-e229AjD5us-FDzz72T49SFOYvLxrGj2m0s8945zgurEpAT0rcqO8tiJ7PB1YLj5s1yI6tNblughGtD1GJXW8DCflO7OBL71k6xQ9BpG1u4nPXb2w27E6iuueuaSDGj0cWzS9HPwOPFOGID3WLnm7PyH5uk0Pbz1PRSW9qigjOJxjmr319Vy9buEpOijgfzo0doM9f-Olut65pj07aBu92hnHOUqhZz3pB5o88xonOZvXQj1doDE6wrFgurFDSrvAMYU9HFOgOSOuELzzXPg7CGUyOFduEz23Nh49WQcqOd7FIL2orGE9OBGtuA7sArzT5SO9f5v4uQ6aIr0pQmo8OmCyuVIXnzxS9sE9l47tuMi7vrxBnEc9KN43uM87wjtgQbU8nBLbuQWEHLxZuic8yAMbts2ns7w89II8NIB9OHbDtjy67lI8XEoBucwveb05SU48cmfwtZEp3710Gag9T-gkuamD4TzPKwO9-y3jNSM28Ts7_zY911yWuOivxrxTQDq9EWo4OC0cgr3ryM-7egBVN5Yknz2ZkGA9tW2jN3QprjxOUHm9rtGoNWKfQL2EQmm95H6YOOyV6Lsz8yk9OBpRuDhaRDwj7lY8PF6ON-lMUjuijY29H-lcN1_LUDzbLMM8SQNvOAoQJT3u1YI9T_-7OMW_mb1zOEk9XU7juDJJdr2kI--8ClstuIRz_Lxig2W9IXoPuCAAOBNACUhtUAEqcxAAGmAoAQAj-BD71gxN194l8vPuBAwI-b8X__MH_xIh7a77I_Gp1S3_LtoR7K0AAADw6-k-DgDgb-Dl1SPz9P3ikfs2An_sERXfGgL5r93t-v_iAf0HPUkA6QG3FisCmT4EIxEgAC2_OCU7OBNACUhvUAIqrwYQDBqgBgAAHMIAANjBAABgQgAABMIAAHDCAACwQQAAyMEAAKDAAAAowgAAiEEAADDBAACQQQAAFMIAAFBBAAAQQQAAXEIAAAzCAACYQQAA4MEAAILCAACIQQAAoMIAALhBAABcQgAAmEEAAMDAAACGwgAAsMEAAMZCAACUQgAAfEIAAJjBAAAwwgAAZEIAAIzCAACAwQAAoMEAABBBAAAEQgAAwMEAABDCAAB4wgAAcEEAANhBAADwwQAAgMAAAIjBAADAwQAAMEEAAKhBAAB8wgAA6EEAAABAAACAwQAAzMIAAKjBAABAwAAAOEIAALhBAABAQQAA0MEAAGDBAAAAAAAAAEAAAIA_AADQQQAAYEEAAEzCAAAkwgAAqEEAACDBAAAwwQAAIMEAACRCAAAAwQAAQMIAAMhBAAAAQQAAHMIAAKDBAADYwQAAIEIAAIDAAACowQAADEIAAMRCAADgwAAAQEAAAOhBAADIQQAASMIAAMhBAAAEQgAAoEAAAFDBAABwwQAAnEIAALBBAABQQQAAgMEAAADBAACIQQAAIEIAAIrCAAAowgAAQMAAAJrCAAC4wQAAqsIAABhCAAAQwQAA8EEAAKBBAABAQQAAnEIAAGhCAACAwgAAmMEAABDBAABMwgAAZMIAAOjBAAAgwgAAmMIAAJjBAABAQQAAAMEAAJhBAACIQQAAssIAAIDBAACQwQAAUMEAAJZCAADwwQAAIMIAAHBBAACuwgAAAMIAAIbCAADAQQAATEIAAADBAAAwQgAAoMEAAATCAAAAQgAAykIAAKBBAACAvwAAIEEAABBBAACgwQAAoMEAAExCAADgwAAAmEEAADTCAABwQQAACEIAAILCAACowQAAsMEAAADBAACAQQAAkMIAAFBBAADowQAAnEIAAAjCAABgwQAAgL8AAKhBAAB4wgAAyEEAAGRCAADgwAAAAAAAACRCAAAAwAAAKMIAAFTCAAAAQAAAAEEAABBBAAAYQgAAgMEAANJCAAAwwQAAqEEAAFzCAAAQQgAAgMAAAJhBAACAvwAAisIAAJDBAACQwQAANMIAAAxCIAA4E0AJSHVQASqPAhAAGoACAAB8vgAAQDwAAHQ-AAD4PQAA-L0AAHC9AADYvQAA3r4AAES-AAD4vQAAED0AAMi9AADIPQAAVD4AABS-AAAUvgAARD4AADC9AABsPgAAwj4AAH8_AADYvQAAED0AAKC8AADgPAAAoLwAAOC8AADgvAAAcL0AAEw-AADIPQAA4LwAALi9AADYvQAAgLsAAEQ-AADYPQAAfL4AAFy-AACgvAAAvr4AADA9AACYPQAAEL0AAEC8AACgPAAAkj4AAHS-AABkvgAALL4AADS-AADgPAAAJD4AAIA7AAAcvgAA4LwAAPY-AACgvAAARD4AAJ4-AACYvQAAmL0AAIC7AAAkPiAAOBNACUh8UAEqjwIQARqAAgAAUL0AANg9AABUvgAAN78AAOK-AADgvAAAPD4AAKC8AABMvgAA6j4AAKA8AACOvgAA2L0AAMi9AAAwvQAA4LwAALg9AAApPwAA2D0AAOY-AAAkPgAA4LwAABy-AABQvQAAEL0AABQ-AAAQvQAAND4AAJg9AADgPAAA4LwAAFC9AABUPgAAlr4AAHC9AABAvAAALD4AACQ-AADgvAAAuL0AALo-AACYPQAAqL0AABy-AACgvAAAgj4AAH-_AAD4vQAABL4AAEA8AAAUPgAAEL0AAOC8AADYPQAAoLwAAMg9AACovQAAgj4AAHA9AACgvAAAFD4AAMg9AAAwvQAAqD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=qDyNS-nHF9Q","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["17943376016429752555"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"2054193730"},"1430254693801227472":{"videoId":"1430254693801227472","docid":"34-0-16-Z35A0D0BB9B749D22","description":"Learn how to analyze images with Image Lab Software from Bio-Rad Laboratories. Presented by Dr. Sean Taylor.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3431287/cc0189bf6651304f6cba2c14a339c223/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/VxSkIAEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"2","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D0ZWUrehRNKA","linkTemplate":"/video/preview/1430254693801227472?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Image Lab Analysis Tutorial","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=0ZWUrehRNKA\",\"src\":\"serp\",\"rvb\":\"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-_wEA8xMGBggE_QEWBgUC9QICAOwP_f37_wAA-QsL-f8BAADyD_cH_AAAAAEIAf7x_gEACgUACQQAAAATAPMC_wAAAAAH_QD-AQAA6gEBAPYCAAEN_QQA_wAAAAD_AwEEAQAA9BH-_QAAAAAZ-vj2AAAAACAALdgy1Ds4E0AJSE5QAiqEAhAAGvABVQv4--kD3AG39AUA6A3UAYEKLf8E9hMAlhL4Af0E7wHgCPIA_zIYAMxJ_wGMEe4BD_EV_xkPAgHrAF798SoGASMuLgE2DwYCRPDqAOvaMAANCh7_ILf8ASYmHQDb9ub-FyEU_AMKIwXO6OcA4B0oAQL4CQYq3e75-hzk_hAgPQIOWQsCC7_yBAP98wP12vELAg_8-jkG_f_LtvgCHAj9-fYH8wH1DQz4K9UQAgIEIgBC3g0BEAAMAvMI-PckNPIO-AYRAeXS9ffhK_EG_NsMCerH_fru7PoL6xD1Avb8BgrZKwYGAQ8A-Ano-RDPFQP1IAAtUCMNOzgTQAlIYVACKs8HEAAawAeHFuG-uD7sPDlCJr3pNnc91MvUPP5ihr2726u8pTIgPZPb2zwbEBE-0lRPvPSFFT0bZKK--BoivZVXWL0geRc-XNHBPN1y_boOMQ6-TQaRPEfoQrzKPRi9-uaDvZmdBT3GwCq-H5hIPHt-vbv_PkM-d38GuAzrQb0JzKm9VMMDvWjDK7xvJ4Y9-NmtvAXBvTlCoLk9230YvbgE_TsvUf09sQVgup-rrbyBTpc97o3nu9wr8zyx4em9NFwuvawSdjyTU9u9KyNkvNiSwLpvh2E8qgptveKenbsYeSk-3ShSPXsy3rpCBcc85vVWvTXhqDwE-aO8pl_ivPgBxLmLPMU7575BPHfxIzz31rY9qvDUOWhXBDt_6pm9ppikO5MgN7xuCpU9arwEvsktGrxN05w95Db1vAlsjjyZ4mA8Nek7PTmfEzwXYgU-S67ivY-cvDlVZIk99pfdPZjyRry8e5u9TEVUPT4lQjyvgQQ72pP6u1BYe7uyYIe9kdKcPflOCjvY9Ys8J9q1vVLuozwsssK8Q0QevK7t0rwYXNM9DkKavQkPojoNcje9w2oHPDlw97u9Qaq8x0EuvRMac7ssSPO8ukawPN4W0Ts1S1m7wtOWO8xAJztpF7g8VbCZu_x_Zry1xbE7FFglvC450bvD5aK9QVcMvU3kdruRoFO83yatvRbtnrooZZ29aCeePSqIBzwIFtG8id4YvcF01jrEAy89ZL2SPdMGuDnR1ZG99TasvCIn4TpzVlq9RxB4O9q5XTsgPtU8bzS2PLIQqzlJWos9N5ptvHYgOLlhme086UO8vQIBqTZ4W7696PA1PRkXMTeaAr69mQVkPfrfvrliQrY9wHWVPXtQcjm8TLO9MhRBvNfZ7jjSs0898YtBve_9Ebr34s26R7s7vajDE7k_o9m8CKEtvdBdG7karV49EcnrvG0eAjk9_ZQ7HB0BvS-lorjIKKq85aIQPQynkDhDuUO9ck1BvXMQfDcSzfI8W3gjva3sKzmGWhE8oDXfvVHcWDcIYFm9LucNPevSwLiGlzu83VrLPEjQbrilJeA8QbH6PEA707jViiC9A7PCvJ5g_zVEr1U9f9h3vHMalTdqBay9Nva2uyvapbju6H-8_u79PVRBqjiAKk69ruTEvZcmcDgoFp49NheJPKD4Pzg7_ks9iIGuPIITyjbKUus8TD2mvataVTgm3JC8FjAxvkGgWrlpxEI6-mzTPH9NzjaBeAC8OHa7Oj6wErlwysG9Mxf4Pbrcpjjj8b69c5NCvTbHsLcgADgTQAlIbVABKnMQABpgGP4APAIZp1VMNQv2__cN7fK90_7NR_8Cwv8c4vbeABCqkuMDAAYa-8SRAAAA5f7hVd4AEX_9CgXz2PUAuqrcT-FiGMYdw-AVG86tOwlMvPUA8fdBAP3ArAomANHiNC1CIAAt7CwNOzgTQAlIb1ACKq8GEAwaoAYAACTCAAD4QQAAKEIAAMBBAAAAAAAAXEIAAGBCAACgwQAAXMIAALbCAAAAwQAA0MEAALzCAADgQQAAcMEAAFTCAABQQQAACMIAABDCAACIQQAAREIAACTCAAAwQQAAUMEAAKBBAABgQQAA-MEAAIDBAAAwQgAAYMEAAMjBAABQQQAApsIAACRCAABgQQAAbMIAADxCAACgQAAAwEAAAODAAADIwQAAoMAAAMhBAACIwQAAfMIAAGjCAABAwgAAsEEAAEjCAABowgAAaMIAAEDBAACqwgAACMIAAADAAABsQgAAisIAADTCAAAgwgAAcEEAAHBBAACGwgAAMMEAANbCAAAsQgAAfMIAAKBAAABAQQAAZMIAADDCAABQQgAADMIAAJhBAADoQQAAqEEAANBBAABAQAAA6EEAAODAAABgQQAAsMEAAIhBAABwwQAA-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-AACGPgAAHD4AADS-AAD4vQAAML0AAM6-AABQvQAARL4AAEw-AAAwvQAAgDsAAFA9AADIvQAA-L0AAEw-AADgPAAAbD4AANI-AAB_PwAA4LwAADC9AAAQvQAAoLwAADS-AADIvQAA4LwAADC9AAA0PgAATD4AAKi9AAC4PQAAuD0AAOg9AACCPgAAVD4AAJK-AACWvgAAoDwAAIK-AACYvQAAgDsAAAS-AACIPQAAqL0AAFQ-AAD4vQAA2L0AAHC9AAAsvgAAMD0AAOA8AADgPAAAuL0AADA9AAAVPwAAiL0AAEw-AADCPgAAoDwAAHA9AABwPQAALD4gADgTQAlIfFABKo8CEAEagAIAAEy-AAAsPgAAjr4AAPa-AABsvgAAuD0AAIY-AAAQvQAAkj4AALY-AAAkvgAAMD0AAHC9AABAvAAA-D0AAHA9AAAQPQAAOz8AABQ-AAAdPwAABL4AADy-AABQvQAAND4AAJi9AAA8PgAAmD0AACQ-AACAOwAAHL4AACS-AACoPQAARD4AADA9AAD4PQAA-L0AAMo-AACgPAAAiL0AAJi9AABUPgAAPD4AAPi9AAA0vgAAND4AAOC8AAB_vwAARL4AADC9AAAQvQAAQDwAABC9AACSvgAARD4AAEQ-AABkPgAAcL0AADS-AAC4PQAAuj4AAHw-AADYvQAAdL4AAKg9IAA4E0AJSHxQATAJOAFKAFIJCA8QkgIYADABYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=0ZWUrehRNKA","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":960,"cheight":720,"cratio":1.33333,"dups":["1430254693801227472"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"907007089"},"9649786541755193030":{"videoId":"9649786541755193030","docid":"34-10-2-Z8DF8907F5527F74E","description":"Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1007304/2c499fed0384e1b09ceb351431790ce9/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/KGUv7gAAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"3","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DN0Dwh3avx9A","linkTemplate":"/video/preview/9649786541755193030?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Introduction to Medical Image Analysis","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=N0Dwh3avx9A\",\"src\":\"serp\",\"rvb\":\"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_QQA-f75BAwF_QELCgcA9wEBAPYH_P7_Av8A9gH8AfUAAAD_BgH_BQAAAAP7_fv9_gEACgUACAQAAAAWBPz9AwAAAAEQAAT-AQAA6gEBAPYBAAEjAfwE_wAAAPsBCQD7_wAA8gT7_QAAAAAS-wAB_PX-ACAALbR03Ds4E0AJSE5QAiqEAhAAGvABf_UYAcwN_P8f4QEBAA7jAYkAAf8uEM8A1Pj_AK_26gAaKBUAyOkO_yoBFwDYCwgAEhTwABYNFgAO5hT_UAUBABwTBAA6Cw8BGAoA_9oa-v_5A_7_L-EW_v37AP7WEfn-GwwT__oB0P8FCPkCAO4S_wkCBwEp4_79Agn9_uUbAALm9PL-MfbnAOz7-_vzAg4E-Q7u-eAO8wYS-ggEDRQGBP7yBfYPAwQBE_72Ahr89vnUIP4CJxMNBf79BAcLLPcA5Pn8-wDy_gPj_BEMI_MYAA7lGQLT9w35D-_0ARkNC_TtBhALBRgGEfUQBgIJ7_j3IAAtD2wvOzgTQAlIYVACKs8HEAAawAftDAO_Z1CCOyPWhzxzHC68g3Z9PfTspLvDZKo9elPRPPJEK73usr89t7BTPVY1V72Wk0C-osyrPOjSZDz-1Ys-IMSfPIapMTsF_WW-_wc4vXqk0zlPeJG-ZxVMPanmi7oJayM-rCkfPaN5wDygNMQ9ptVQvRH_1jlWELM9B-oUO7O8Qb0uBCm-bhWUve-L8Dy3f4W959PZvNCP0DrTTu09dUANvZ1pHb1RTN679jnIPCncPLwU8AY9BUFTOzo3krtlxyY-pfUXPW4FwbsF7mo9TrXWvFMfbTtGJqC8208GvCmoUTtj-sQ9yd63vIrP-Lt5KoY9RQcpvQqQF70KStE9UBm_PE6W3jvkhv89OXb1PIxvnjzeeoe7-zsgPXoOFr2vCUm9FVE4PFZg7buhWQO9pERcvDSkpzuoE3W8rnoGu2Cp0zxiNXE8mM6dPQpTTrvq48Y8evGPPdJvobvjMbg9PiYNvYRgujwh5gK-9qsqvfIwo7xdp1E9VZedPE2Dojzh4Qc92UXsvJFxFjzsj4e7dmKgPDDrzbs_MM87tHfhPE2fobuqz7o8Y7j6vCoksjqjpoK8sO7OPCl2kzu6TK29VdpiPPjSJTwW9W48MJAWvYFcYjtd2pU9Qx2mPR36LzpuIqk8jKZOPZtR1rv_sHY6-iT7uyxSFzzxnmO9XXaOvYnVxrkR_zA93mtNPUfJ6TuwWCO9BSK6PMx_5TonOA486ITQPTvN1DkVeAI9fy2Evd0uarvQ8VE878u0Pa4Zgzh-CYu8viWKvfBNLTkl_Dy9EwlLvcnqyDn1_KQ9oI5iPfeh1TlnLLW8MjgPPVwMsbdTGjs9ru-YvSPa-jf1_W89zcavPM7gZLgcI349f55LvTkOH7hed8Q8XcfyO0No_biXDaG8SPXCPPQImrjVlto9xC8rPELwNDi81EO9QVgVu7lI5rf4wPO8IS1kPVCcuzhrl9u8IJukPErucbdrmMY88zz4vKJ8Trh1bh-9c5xbPV7LYjfvpI073vYuvd3mPLjJ3dO5qGagPJZkKDhSSM-7PjyrvU-y5DjZy4u9OiKfvAGXQDhzo-O8gnYCvXWxPjfeiLg8wm4zve2cr7emXIY9w5v1PDnBpLddxqg9TpxcvA5WOrgCasU88uB4PXIp_bifde29c5w7PdKUlLg8Gy09bcKyPezlh7bltp29BP4QvXFWkbeiXSY7s_YtvCUR0bhwgko8Kuq3PecKCTl8Yo29IQPZPYE1MLnKVQu8az64vA6q0LVHiLw7NYkGuvfDPDggADgTQAlIbVABKnMQABpgMgQAHv44wOYjTOT-Luj5Aw7sGSerGgAH-f8nGOW0_DblpfLt_xf8Iv2iAAAA4O_kK-wA4n_t-Ns40vT31Lb3QA9gCy4Nw9P28L_x7BYJxzIm9fgzANsFnB9M56IvHyM8IAAtEdIbOzgTQAlIb1ACKq8GEAwaoAYAAEBAAADAwQAAqkIAAJDBAADgwQAAAMAAAODAAADgwAAAnsIAAGDCAAAwQgAAJEIAAPDBAABAQAAAikIAADBBAAAQwQAAksIAACDCAACAwgAA2EEAABDBAACMwgAAkkIAAHxCAACQQQAAhsIAAILCAACoQQAA4EEAAFxCAADMQgAAkMIAABBBAACgwQAAgEAAAADAAACAQgAA4MAAAADBAACgwgAAoEAAAMDBAABgQQAAwMAAADzCAAAcwgAAaMIAAExCAACAQAAAIMEAAIBAAAAAQgAAQEEAAOhBAACAPwAAlsIAAHBBAABQQQAAAEEAALjBAAAUQgAAHMIAALBBAABgQQAA-EEAAMhBAAAEQgAAAMEAADBCAADgwAAAKEIAABTCAADWQgAAsMEAAKTCAAAQwQAAeMIAAIBBAAAwwgAAHMIAABBBAACQwQAAGEIAAIBBAACmQgAAIEEAAJBBAACgQAAA4MEAALjBAABAwAAAoEEAAGDBAACAQAAAqsIAAADAAACwQQAAEEEAACBBAADowQAAgkIAAABAAACkwgAAHMIAAAzCAABAwAAAyEEAAJTCAABsQgAAgMEAANDBAAAIwgAA-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-AAC4PQAAmL0AAAu_AACKvgAABL4AABQ-AADgPAAAqL0AAEw-AABQvQAAgLsAAHQ-AACAOwAAMD0AAO4-AAB_PwAAHL4AABQ-AAAUvgAAEL0AAEA8AACYvQAAcL0AAIC7AAAMPgAAVD4AAIg9AAAQvQAAgLsAAJg9AAAkPgAAoLwAAIq-AAB0vgAAgLsAAFS-AAA8vgAA4DwAAJi9AAAwvQAAFL4AAEw-AACOvgAA6L0AACy-AACovQAAND4AAJi9AADgvAAADL4AAKA8AAAPPwAAyL0AAK4-AABEPgAAoLwAADC9AAAsPgAAmD0gADgTQAlIfFABKo8CEAEagAIAAEC8AACIPQAAdL4AAB-_AACWvgAAqL0AAIg9AAAwPQAAED0AAMY-AAAEPgAAJL4AAOA8AACIvQAAyD0AAHC9AAAUPgAAIT8AALg9AADKPgAANL4AAEC8AABAvAAAQDwAAPg9AABMPgAAgDsAANg9AACIPQAA4DwAAOi9AACIPQAAMD0AAAQ-AAC4PQAARL4AAEw-AAAUPgAAML0AADC9AACmPgAA4DwAAMK-AAAQPQAAmL0AANi9AAB_vwAAmD0AAAS-AABwPQAAED0AAMi9AABUvgAAHD4AAIA7AAAEPgAAEL0AAHA9AACAOwAAQLwAAEQ-AACAOwAAJL4AAOC8IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=N0Dwh3avx9A","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":854,"cheight":480,"cratio":1.77916,"dups":["9649786541755193030"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"1704233240"},"6200146287009445199":{"videoId":"6200146287009445199","docid":"34-1-5-ZF698C5D37E7895FC","description":"Analysis of medical images is essential in modern medicine. With the ever increasing amount of patient data, new challenges and opportunities arise for different phases of the clinical routine...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1620958/e6e17d5f4a3243d577a66f4243ec5d58/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/6iK9GQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"5","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dbw1xWg16CLU","linkTemplate":"/video/preview/6200146287009445199?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=bw1xWg16CLU\",\"src\":\"serp\",\"rvb\":\"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_QQAGAQD_QkFAwELCgcA9wEBAPwT-gL6BP4A9gH8AfUAAAABDPv9BQAAAAMA9AD9_gEAAQD-CAQAAAAWBPz9AwAAAAEQAAT-AQAA-P0JAfUCAAEjAfwE_wAAAAD_AwEEAQAA8gT7_QAAAAAS-wAB_PX-ACAALbR03Ds4E0AJSE5QAiqEAhAAGvABf-whAevvQAHHEhgA_iT0AbXuHAAp_9gAzff_ALb09gAeLhgA0ycRACIaFv_w8PIACjED_x32GAAj8wT_FfPxACAOEgAJ8uoB1SDtAeLj7f4Q7vkAB-4ZALTzBgEj6CUBFP7-AyE_2AQjEvsA_9wcA_oBAgAN_PMB0CvWBAzq9f4PHN78MT3-AN8k4gAW2Q4E_Ov4_yzzEATV4AD--ev4AOvcDwAVPer_XOsWCs4ND_kA4AYC0B0T_B4Y6_7oKgP6C_wJCfrXBQLlKv3yEscW9BzoCAQaMQ8MDcoO9SHN__wOHvL_3jPq8igT-hIH-xP6IAAtVOkYOzgTQAlIYVACKnMQABpgGQ4AM_FH0_VNXszkQgn95efhMg-2Gf_7BQAH__20Ijq9twsnABYhXACaAAAA1u_WNMoA2X8BJOZD6fXMzrn0JgF0xgMAteUnB70D1w3gqB8xD-Q8AMMVrOT4uZgxLCcnIAAtSKwLOzgTQAlIb1ACKq8GEAwaoAYAANBBAACgQAAAhkIAAGxCAAAUQgAAEEIAABBCAAAcwgAAgMIAAJjBAABwwQAA4MAAAHDCAACOQgAAyEEAAFDBAADoQQAAYMIAAFDCAABQwgAAGEIAANBBAAB8QgAAoEAAAIpCAACAvwAAeMIAAOjBAABYQgAAaEIAAETCAAAIQgAAlsIAACxCAABQwQAAjMIAAJhBAAC4QQAABEIAAEDBAACYQQAAuEEAAIhBAAAYQgAAIMIAAJrCAADYwQAAQEAAAHBBAABAwgAARMIAAMBBAABIwgAAkMEAABDBAAAUQgAArMIAAIBBAAAQwQAAAMEAAIBBAAD4wQAAQEAAAJbCAABUQgAAuMEAAAzCAACgQAAAgEAAAEBBAAAQQgAAOEIAAHBBAAAkQgAA-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-AAAwPQAAEL0AAB-_AAAEvgAAyL0AAKg9AADYPQAAoDwAADQ-AACgvAAAEL0AAIo-AABQPQAALD4AAPY-AAB_PwAADL4AAIo-AACIvQAAcD0AAIg9AAC4vQAAyL0AADC9AAAkPgAAZD4AABA9AACAOwAA4DwAADA9AAB0PgAAiL0AAI6-AACGvgAAED0AAGS-AAAkvgAA4DwAAIi9AADYvQAADL4AACQ-AABUvgAAVL4AAJi9AADYvQAAHD4AAOC8AABAvAAAiL0AAHA9AAA7PwAABL4AAJI-AAAsPgAAmD0AAHC9AAAUPgAAoDwgADgTQAlIfFABKo8CEAEagAIAAEC8AAA0PgAAhr4AAC-_AAAHvwAATL4AANg9AAAEPgAAyD0AAII-AACIPQAAmr4AAIC7AAAMvgAAUD0AAEC8AAAcPgAAHz8AABw-AADGPgAAgDsAAIC7AAAkvgAAQDwAABA9AABMPgAAUL0AANg9AADgPAAAEL0AANi9AABAPAAAdD4AABA9AADgPAAANL4AACw-AADgvAAAcL0AAFA9AAB8PgAA4DwAAKq-AACAuwAAcL0AADC9AAB_vwAAED0AAJK-AACYvQAAmD0AAIA7AABkvgAADD4AADA9AAA0PgAAmL0AAGQ-AADIPQAAoLwAADQ-AADovQAATL4AADA9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=bw1xWg16CLU","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["6200146287009445199"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"4177315821"},"3378709727317657208":{"videoId":"3378709727317657208","docid":"34-3-2-Z7EC821361FF8C146","description":"Abstract: This talk will discuss challenges when deploying medical imaging AI tools in terms of data, models, and the applications themselves. Then concludes...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1773555/712b1f6c9c46f39a117052218cf4db2f/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/kNeYAwIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"6","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DoPoz63ACs9A","linkTemplate":"/video/preview/3378709727317657208?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Is medical image analysis with deep learning ready?","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=oPoz63ACs9A\",\"src\":\"serp\",\"rvb\":\"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_QMGDxH99wD_APMJ9Ar7Af8A_QUA_AUAAAD_BgH_BQAAAPr89Pn1_gEADA37AgUAAAAYBPz9AwAAAAwEAgkKAAEB9_0KAfQCAAElAfwE_wAAAAMBBv_9_wAA9v___wAAAAAKAvUBAAAAACAALZuq0Ts4E0AJSE5QAiqEAhAAGvABbM4vAs4UDv8h3wEB6wvaAYHtHP8MB8T_tv4AAMXs4wEoRgAAyRgS_x4qDgDk7egBIQzm_xLhFv8V8vv_I_j1_x0VBAAh3QoABfcMAAQG1gD7_gv_LfclAfICGwMXFAb_Kgj-_Nrm0gEUCAABIfwpAf0lCQIZ3vkC5BEHAu_3DQYBG_cFHyMPA_T42v4KCQX-At_1Av4d-wb41AMA_QHuA_7tIQTyBv36Pfn2AOr57_77AAz23_T_9hAh_wjqAvEHIR_8B97RCfjwAg35KdUPAhvpEPHo4hH-8PXz_wS_Av_qAvcB9Cj4DwwVBfsa5A38IAAtQVolOzgTQAlIYVACKs8HEAAawAftDAO_Z1CCOyPWhzx3UQ89_AGaPSQzD7wTuAU-fAGXPb6-Vrzusr89t7BTPVY1V72hSHe-c1a6PKQ2Mb3PSno-9tz4PPlBR701eTq-DquRO0p-RDz1oWu-hNMHPXQ1w7sxzwo9qGoHPTKpRjzg2X49UnFNvc03R7xWELM9B-oUO7O8Qb3Fo669atTsu_F7nzulmv47lcm6vHjl4bvI1Bg9bMtFvYhcmbsKIRA8mw85vXVvqLpwDhU8vm8XvWUxFrxlxyY-pfUXPW4FwbtwOu68Olq4O1jf5bwgpvO8GojlvM9l6jv04fQ8VbqgPNAvBDtfjJI9ThE7vHHBvrw-SGo9mJ2KPSA54zwnFxM-T9VzPRWpsDyxPvW6wjpEvB6p2bz_mTy9oRsQPde3ODxZJLc7kWPrvPYeUzzUhfM8utJXPDOJQbqdHV-9KHChvADNnDueV4E9wF-nPIqGFryeEV-7ER8zvCkmyjzieA6-wGr6O1T1-rpK3Fk9-hGavOsTyjze9WM9Y875u_3tmToFzqk7UvvjO5R4rzzqTas9ScOEuiSm2bsCZwQ9KE80PCJAHzugfUa65N3LO-3zlLlrt929Ss8UPY1bMzuxKQE9K3KjvLYiezwM1k27ceKAPdRb6ruhDsA98uN5PKjSA7xYSTW9k1itvMRHHzxRvdW9j3M2vVzH-jr1K109cxE_PbCV6bo7YkM9HYbAPUHibLkBpeE9m6uGPcRdM7lys749SoEAPUZSDjrQ8VE878u0Pa4ZgzjP6Fi830SuvfVIyri9osA8BL-Vu7lw-rl9CZA9AawpPX3C27fWHpa9DzUAPcfWSzipP5C7H18nvZOOnTjl9kO7_AMAvazrCrnqdqY9qkeavXltR7k855081k8DvCgKRLnEsU69lf-aPGlBYbgUfK49K8KNPeBkZTj6YYQ9naiLPR5xlDix5ha9xDyQPYXRhTe8L528i4GfPdKubDfmPe69TckovDDBWbnOr8E8SZPMPd9Eh7i1EG49TnO8vNze6zYWcVc7NKSlPe03AriwQpC9TACZvSFlY7jrhCE9_4HovOHKpzgoLIy8-9zavMxYyjiA2-48oLaXvTmXezjMe9w9ksNxPJxCijcDx8o8T4rLvdkur7Y72p09WVFDvXGV07ioJqe9VD3EvRy4g7iu9aU91Z0ivWwBcThhqhm983HNvUqVgrg8fOO8IiYXveGisreKllc9EFj5PY0XQDh6U5G82dX_PC8FBblurYo8XW8bPXgIvbeBEWo8LfghvORr_jcgADgTQAlIbVABKnMQABpgIwkAEfQn2PwwPtD4G-ML8Cz2FxjALv8GB__2GgrVBQLEliLy_zEaIPWfAAAAAvugGhkA438S6soeDePjtMeyMBJ64xwRxvFL5bru2TQM0SQVGixoAN0UnAdMvOAUHiIlIAAtg_wUOzgTQAlIb1ACKq8GEAwaoAYAABhCAAAMwgAAwEEAAAAAAACAwAAAoEAAAADCAADwwQAAMEEAAPjBAABAQgAAYMEAACzCAACgwQAA4EAAAIA_AABYQgAAEMIAAMjBAAAwwgAA0EEAAEBCAAAsQgAAoEEAAIRCAAAwwQAApsIAANDCAAAoQgAAsEIAALjBAAA4QgAAssIAACxCAABAwgAAAMEAACjCAABIQgAAIEEAABTCAAAoQgAAUEEAAJZCAACgwAAAgL8AAHzCAAA8wgAAAEAAAJDBAABMwgAAIEEAAIA_AACUwgAAmMEAACjCAAAwQgAAaMIAAIRCAABgwQAAAEIAACRCAACAwQAAwMAAAJrCAABAwAAAIMEAADjCAABEwgAA6EEAAFxCAAAAQgAAhEIAAIjCAAAsQgAAkEEAANjBAACewgAAuMEAADDCAACAPwAAmsIAAAxCAAD4wQAAQEEAADhCAAAEQgAAXMIAADRCAACQQQAAwMEAAOBBAACgQAAAoEAAAMDAAAAcQgAAGMIAAGhCAAAAwAAAkkIAAKDBAABcwgAAhEIAAGxCAACAQAAAXMIAAJBBAAD4QQAAFEIAAIDAAABYQgAA2MEAABBBAADIQQAAIEEAALpCAAB4QgAAKEIAAOjBAACKwgAAxMIAAOhBAACwwQAAIMIAAADBAAAMwgAA6EEAAIhBAAAYQgAAAMAAAEBBAADQwQAAoMEAAHBBAAAEQgAAHEIAAODAAACQQQAAqMEAABTCAACAwgAAkMEAADBCAABcQgAAWMIAAFjCAABAwQAAIEEAACDBAABgwQAAQEIAAIDBAAAgwQAAgD8AAMhBAABIQgAAoEAAAGDBAACOwgAAUMIAADxCAAAQwgAAREIAAGDBAADowQAADMIAADjCAADAQAAATEIAAJBBAABAQgAAiEEAAMhBAADYQQAAYMEAAATCAADgwAAAgEIAACxCAAAAQgAAEMEAAHjCAABQQQAAqMIAAADCAADYQQAA2MEAAPDBAAAoQgAAgEEAAKBAAAD4wQAA-EEAABDBAABgQQAASEIAAAAAAABMwgAAAMAAAGDCAAAEwiAAOBNACUh1UAEqjwIQABqAAgAApr4AAHC9AABMPgAA8j4AAMi9AACWPgAA-D0AAC2_AAAUvgAAor4AAII-AACgvAAAyL0AAK4-AACgvAAA4DwAAHw-AACAOwAApj4AACU_AAB_PwAAiL0AAEQ-AADYvQAAqL0AAJg9AAAwPQAA2L0AAOA8AADmPgAAsj4AAFA9AAD4vQAAEL0AAAw-AADKPgAAED0AAGy-AAC-vgAA-D0AALa-AAAUvgAArj4AAOA8AAAcvgAAbD4AAOo-AABcvgAAgDsAAKq-AACIvQAAJD4AAJi9AABwPQAA4DwAAKA8AABjPwAAML0AAAU_AABAvAAAML0AAES-AADIPQAAiD0gADgTQAlIfFABKo8CEAEagAIAANi9AAC4vQAARL4AAD-_AACCvgAA2L0AAIg9AACgvAAA4DwAAGQ-AABQPQAAHL4AANg9AABMvgAAQLwAAJi9AAA8vgAATT8AAIg9AACePgAAUD0AALK-AACAOwAAMD0AABQ-AAAUPgAA2L0AACw-AABEPgAA4LwAAJi9AABAPAAAQDwAAKA8AAA0PgAAbL4AALo-AAC4vQAANL4AANg9AACKPgAATL4AAFy-AAAwPQAAMD0AAGy-AAB_vwAAoDwAAIa-AACAuwAAEL0AACS-AAAkvgAAMD0AAJi9AAD4PQAA2L0AAFw-AAAwPQAAiD0AAJY-AACgPAAARL4AADC9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=oPoz63ACs9A","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["3378709727317657208"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"2378201652"},"14261387703858440141":{"videoId":"14261387703858440141","docid":"34-4-5-Z2A679189C3C38EB4","description":"Registration and Normalization...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2466010/dac82e5c5ab41bed2360c5580143b706/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/q96eGQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"7","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DU_Kcr0QCr1U","linkTemplate":"/video/preview/14261387703858440141?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis: Lecture 11","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=U_Kcr0QCr1U\",\"src\":\"serp\",\"rvb\":\"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_E9wSggQkAYAEKyqLARABGniB9AMC_v8BAPj--QQNBf0BBg8R_fcA_wD-DwABBQX-APH49wb7AAAABQ8D9wkAAAAJ9vf-9v4AAAr89wUDAAAAFwT8_QMAAAABEAAE_gEAAPYEAgn3AgABHPH4A_8AAAD-__37AgAAAOkF-gEAAAAABvr6_fv1_gAgAC3YMtQ7OBNACUhOUAIqhAIQABrwAXb19AKHH_f5WQX5AB4C2ACBFfD_OwjlAMj87QDC9vcA8iXaANj9AAD5CSAA4A3rAAT48gAj_PwAFwgRACsLCf8bEwQALdMNATQRA_8VDP8A8BP6ABEHJAAV9hUA_Aj9_iT6AQDq_OAD-QwA_-3vDQQE-hcBBe0H_-cPBgLuBRL9_hAVAQ3_FP3lFQEC8hL7AP3u-f8D-v4C_PgJBxYBBAQS9wYCMPbu_BPyBf8O6_L5-_379wzz_fwoEQsCCQwFAgXy-_MY2v_97goDASH0FwD69Rr1DO8V9AML9QL55w39BQEA_OsNAwbwBwkF-_n68yAALVH0NTs4E0AJSGFQAipzEAAaYD_5AC3qOR4PJ1Hv8B_gHfUJ2AEXt_8AG8MA7Rf0whQu_6z9B_8w_AbrpwAAAB4M1DX9AApr3CnnHvUBCuLE6xf9fwYn9trmHBoE1OX2098R_AA0LwDy7a_xQ_aKOiwFGSAALXbDJjs4E0AJSG9QAiqvBhAMGqAGAAAgQgAAIMEAAGBBAADgQAAAEEEAAEDBAAAgQgAAgMEAAIDAAADwwQAAMEEAAMBBAAAswgAAFEIAAChCAABQQQAA-EEAAKDBAADQQQAAuMEAAEBBAACAPwAAJEIAALhBAACgQQAAqMIAAOjBAACgQAAAMEIAAGRCAAAQwQAADEIAAFDCAACyQgAAwMEAAHjCAACIQQAArEIAAEDBAACAQQAAsEEAAOBAAADyQgAADEIAAAzCAADYwQAAQMEAAIBBAADQQQAA-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_AADgQQAAcMEAALjBAADYQQAAcEIAAGDBAAAUQgAAgMAAADhCAACAwQAA2MEAAKjBAAA4QgAAVMIAADRCAAAEwgAAuMEAAAjCAADAwQAAeEIAAADCAABAwQAAAEEAAOBAAABsQgAAiMEAAHTCAACwwQAAmMEAANDBAACwwQAAuEEAANBBAAAQwgAAtEIAAJjCAACwwgAAHEIAALzCAAAQwgAAEEEAAKRCAAAwwQAAFMIAADBBAABQwQAAAAAAAChCAACgwAAAhsIAACDBAACKwgAAJMIgADgTQAlIdVABKo8CEAAagAIAAIC7AAAQvQAAZD4AABw-AAC4vQAAoDwAAPi9AAAVvwAAFL4AAAw-AAA8PgAAQLwAAJg9AACqPgAAQLwAABA9AACWPgAA6D0AACw-AAD2PgAAfz8AAKC8AAAUPgAAgDsAAMi9AADgvAAAQLwAAMi9AADgvAAAHD4AAPg9AACgPAAAgDsAAHC9AAAwPQAAZD4AAOi9AABwvQAAdL4AABy-AACmvgAARL4AAKg9AAD4vQAAPL4AAAS-AAAEPgAATL4AABC9AAAMvgAAFD4AAEw-AAAcPgAAyD0AAIK-AABQvQAATT8AABA9AACCPgAAuD0AALg9AAA0vgAAHD4AAMg9IAA4E0AJSHxQASqPAhABGoACAADgvAAAmL0AADS-AAAvvwAALL4AAKi9AAAEPgAAML0AABC9AABkPgAA6D0AAFy-AADgvAAAgr4AAPg9AABwvQAAuD0AABk_AACgPAAAjj4AAJi9AAAQvQAAUL0AAIA7AAAMPgAAbD4AAIi9AAAQPQAABD4AAHC9AADIvQAA2D0AAJg9AAD4vQAA4LwAABC9AAAcPgAAZD4AAIi9AABwvQAAqj4AAOC8AAAUvgAAoLwAAKC8AACIvQAAf78AABC9AADIvQAAiD0AAIg9AABcvgAAMD0AALi9AACovQAAED0AAIC7AAC4PQAAyL0AADC9AAAcPgAA4LwAADS-AAAEPiAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=U_Kcr0QCr1U","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["14261387703858440141"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"18298560829154137613":{"videoId":"18298560829154137613","docid":"34-6-17-Z9D20D3934AA70135","description":"This is \"Medical Image Analysis\" by Guangyu Yan on Vimeo, the home for high quality videos and the people who love them.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2847730/ae5f5529a68bde0c96aa44ce11010263/564x318_1"},"target":"_self","position":"8","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/vimeo.com\\/305440147\",\"src\":\"serp\",\"rvb\":\"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_EymCBCQBgAQrKosBEAEaeIH8Agn7_QQAGAQD_QkFAwELCgcA9wEBAPwT-gL6BP4A9gH8AfUAAAABDPv9BQAAAAMA9AD9_gEAAQD-CAQAAAAWBPz9AwAAAAEQAAT-AQAA-P0JAfUCAAEjAfwE_wAAAAD_AwEEAQAA8gT7_QAAAAAS-wAB_PX-ACAALbR03Ds4E0AJSE5QAipzEAAaYBMbACEDLwTfGzHtCEX2BxAIyx0LzQcA_-4AAvsGvwws1MsLD_8dBxPmugAAAAnt5SzcAN5d8EDBAv_z5wq-3SQOf-4fBvH8FOrZ2fsTKQArAQP7GwDpHNAJNNrTVfIXOyAALbrpPTs4E0AJSG9QAiqPAhAAGoACAACgvAAAUL0AAAw-AAB8PgAATL4AAKC8AAAEvgAAAb8AABy-AABQvQAAyD0AAIA7AADgPAAAVD4AAIA7AABQPQAAgj4AAMg9AADoPQAAoj4AAH8_AACIvQAA6D0AAOA8AACgvAAAMD0AADS-AAAMvgAAED0AADQ-AADYPQAAgDsAAKi9AABQvQAAoLwAADQ-AACAuwAAnr4AABS-AABQvQAAXL4AAFy-AACIvQAA4DwAALi9AACCvgAAgLsAACy-AAA8vgAA6L0AABA9AABMPgAAoLwAAEC8AADovQAAUD0AAC0_AADgvAAArj4AAAw-AACAuwAAcL0AAPg9AACovSAAOBNACUh8UAEqjwIQARqAAgAAyD0AAOg9AABcvgAAG78AAMq-AADIvQAAML0AAFw-AABAPAAAxj4AAIg9AAAkvgAAqD0AAKC8AACgvAAAML0AANg9AAA1PwAAED0AAKY-AADYvQAA6L0AAIi9AACAOwAAuD0AAII-AACYPQAAuD0AAEQ-AAAEPgAA6L0AAEC8AADYPQAA4DwAABS-AADgvAAAED0AAMg9AADoPQAAgLsAALI-AADovQAAur4AAIC7AABAvAAABL4AAH-_AAAMPgAAPL4AAKg9AACIPQAAyL0AADS-AABQPQAAcL0AABw-AACYvQAAXD4AADC9AAAQvQAATD4AAPi9AABMvgAAuL0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://vimeo.com/305440147","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["18298560829154137613"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"vimeo.com","hasTranslation":true,"contentTypeId":null,"censored":false},"9367398910819148160":{"videoId":"9367398910819148160","docid":"34-10-12-Z7913B8862E6A8BD6","description":"Selected topics course for 4th-year students, Information technology department, Week 4...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3714192/2b15928888b3eceac9b9e48fd4df3f84/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/7z5tEAEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"9","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DvPI5i6DNLaI","linkTemplate":"/video/preview/9367398910819148160?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis: Preprocessing (Part I)","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=vPI5i6DNLaI\",\"src\":\"serp\",\"rvb\":\"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__n8BQAT_gUICQr9AgYOEP34AP8A_BL6AvoE_gD7_QD__wAAAP8GAf8FAAAA_fj4Avv-AAANAwH-BAAAABYE_P0DAAAABgkBCf4BAAD4_QkB9QIAARf6_gwAAAAAAAQD9_z_AAD5Cfr_AAAAABL7AAH89f4AIAAtrYbgOzgTQAlITlACKoQCEAAa8AFx7-oCgRMU-EAA7v8N_90Biv7nADsI5QC_De4Atw_r__gh8wHhAhsB-QkgAPETAgDk3eUAMfX3ABcIEQAnHgkAEAcGAUXT-AEgFRYAExDw__AT-gAmDSr_I-0WAAMICP8nB_793_joAAEMGALp-R4CCBX6_vL5CwLnDwYC5QIJAfwJAgMA9xID5ggC_-MQ-wcNCv4ECwQCAfz4CQcd-fkJDQP8_Szs9wQt_QEDBfz8_vUK_vgU9_4EIfQECBoZAvcF8vvzAPL-A_sFBwAl2Q4BAOMK9vvjCPoDC_UC_-4G9f8NCffrDQMG4QILCPH4-f8gAC3-3zU7OBNACUhhUAIqzwcQABrAB7kcA7-hv6u7mnP4u1XZ9zwSVdM8-DAgvYOGfj2qQ268cF_HPCtR9jxzvtg8OnR6vHR8xL4chO88mdotvf7Viz4gxJ88hqkxO-dU0r2HQyA9n3ipPE94kb5nFUw9qeaLutJIlT3-Is28Hu0JPWLYIT5P9iA9PyArPcoufb1J56474JcfvflGub1Tl5y9ZZrfvI4EGj4ExTQ8Fdm5O9NO7T11QA29nWkdvUwhq7yyCdU8IbH4vMo9c72k9cG8i0u6PB3owT2G_H656kmPPLHeCD0OG0C7eKevuw-pszyPeAk82FL2Oz0oCL3jux49Z8sgvEXHRDyfz5u9E2a1PEZKabz4z4k8FlXaPD7qvz3otPg8dgqPt_zrrrvuHmU9iAOyPI6bUL2cd1K8jszhu36syz3sbnm8VFWJuzRT9bwPtCc8RTQTPGLvKj1-QLk6jtj-umycCD1mcVU9C9SivOtvCb1kGyG4WZCBPBsUaL3mrM881lyJvPES_D3AKJy9rShru6cHZT1blNk82MJiPAywDTx8MQ89KEufuIKWKT3itxw9peGQOzM8kTwTBkq93XoNvN7oQ72M0FQ9ndXCvEy6V71R54C8-TIsvEKmxj0dMJk8g5zeOpvIjDwUcZ88q4ZZOtjugzyNXg29oJXNu5Sal73z2OQ7au7wO9zGlTxPAbS6OIs0OwMnuz1NrIK83tsAu2yeOb20xiW9syp8O2RZEzsEjw89yaIXu41BCjxAdSC8RGgpO5uf7rsxyOc8itiSOwKmQjyfqRy92LKEuhXKQjzKsWs9m8zqOYxlOj1rNO-8JOcmuYnI1Tx9P4W9R1qFOXBK1DzIUUq9zYWKuapItb17yK06PiykuPg9hT0wXxa6FJsFODrp_Tvtdw29h-1suWkPRTy4MhI99vU2uU-iELsJfM-8aK_MOAHyqTqmZBS94-TZOAipwLwEqdS869lHOY1RjbzHlgy8QnEoOJi0Ujs_cMW99y5gOQOwprwQcdo7oNa7NgYKQb2Q77c8EQdjODS5vbyA24s7LWynuOXiubxxaJu95a0INjt6Uj04p208q6U9uJSHJb3lbXg7v-UuOBQPXrwznhK9HJY3t74wOT2jS6488I5GOBfTET1G2YG9O_4TON_sJDvwFki8PhwcuIgCLD0jPgE9UxTmNz2_wzwv7pA9ypwbOAi8wDv-K2u9kSuYt_Z0ej3gD9-9P5mbtyEytjw7OeM9BBsGOXF8Y736JQI-qYEsuUt-j71a2T69pHd_No59JDxg26y8UZiJtyAAOBNACUhtUAEqcxAAGmA7AwA2Ckzc-SZ17-MQ2x3uHu8GGsQcABz7__YY5IoZT-W8_RD_LPEKDJwAAAAW9NM_5ADof8kT1fngCPPbyvMp9HABLw7Bsjz65sfwLd6-DgjYGzAACfeWEUMEiVIdAB8gAC2A1BA7OBNACUhvUAIqrwYQDBqgBgAAyEEAADxCAAC4QQAA-EEAAKBBAAC4QQAAFEIAADTCAACwwQAAEEEAABBBAACawgAAZMIAACBBAADAQgAAMMEAAKDAAACuwgAAoEEAANLCAABAQAAAAMAAAJBBAABQQgAAAMAAACzCAAA0wgAAisIAALpCAABgwQAAuMEAABBBAADIwgAAQEEAAAzCAAAYwgAAgD8AAK5CAABAwAAAPEIAAPhBAACAwAAA4EEAABBBAACAPwAATMIAAHDCAAAAQgAAsEEAAAxCAADKwgAAAAAAABzCAACAQQAA4EEAADRCAAD2wgAAoMAAACDBAAAAwAAAyEEAAADBAAAowgAAIMEAAIhBAAAcwgAAwMEAACzCAADowQAAyMEAAHBCAADUQgAACMIAAIC_AACowQAAgMAAAJjBAADwwQAAqEEAAMDBAADqwgAAfEIAADBBAACuQgAAAMIAADDBAABwwQAAgEEAAFhCAACAwQAAyEEAAKBAAAAAAAAAaMIAAHDBAAAMwgAA6MEAAABBAACWQgAAnMIAALjBAACEQgAAfEIAAIDCAACAPwAAiEEAACBCAABwQgAA-MEAAIJCAACAPwAAoMEAABTCAABgwQAAQEEAAMhBAACGwgAAoMEAADDBAABAQgAAQEEAAKLCAAAAQAAAQMIAAJjBAABUQgAAYMEAAFDBAADgQAAAKMIAAMBAAAC4wQAA8MEAAHBBAADYwQAAPEIAABRCAAAkQgAAkMEAAFDCAACAQAAA-MEAAKBBAABwwQAACEIAAKjBAAAMwgAAAEEAAODAAAAMwgAAwEAAAHBCAAB4QgAAIEEAAKBAAACYwQAAgMEAAEDCAACAQQAAgL8AAAzCAABoQgAAQEEAALDBAACAvwAACEIAAIhBAADAQAAAQEAAAOBAAAAkwgAAHEIAAIDAAAAcQgAAwMAAADBBAABkQgAAYMEAAAxCAAAIQgAAqMEAAHTCAAAAQgAAuEEAAIZCAACgQAAAgsIAAIhBAAAAQgAAgEEAADDBAABYwgAAAEAAAHDBAAD4QQAAqEEAAHDCAACIwQAAmMEAAGTCIAA4E0AJSHVQASqPAhAAGoACAADgPAAAgLsAAFw-AAAEPgAAHL4AACQ-AAAUvgAAzr4AAOi9AACAuwAAHD4AAMg9AADYPQAABD4AAJi9AADgPAAALD4AAKA8AACAuwAAij4AAH8_AAAwvQAAyD0AAKg9AACovQAAoDwAAMi9AAAEvgAAML0AABw-AACYPQAAyD0AAFC9AADgPAAAqD0AANg9AACIvQAAdL4AAFS-AADYvQAApr4AABy-AADYPQAAcL0AAFS-AAA8vgAAUD0AAKi9AAAkvgAABL4AADA9AAAsPgAABD4AAIA7AACCvgAAUL0AABk_AACYvQAApj4AAOA8AADgPAAA6L0AAAw-AABQPSAAOBNACUh8UAEqjwIQARqAAgAAQDwAABC9AABAvAAAC78AACy-AAAEPgAAQLwAADw-AAC4vQAADD4AAPi9AACmvgAAQDwAAAS-AACYPQAAEL0AAI4-AABDPwAAgLsAAIY-AABAPAAA6L0AAMg9AACIvQAAuD0AAFQ-AACIvQAAQDwAACw-AAAMPgAAiL0AANg9AAAwvQAAoLwAALg9AACgPAAA-D0AADA9AADgvAAAUL0AALY-AABwPQAAUL0AAEA8AAAUvgAAyD0AAH-_AABQvQAAbL4AACQ-AAAQPQAAUL0AAIC7AAA0PgAAMD0AABA9AAAQPQAAFD4AACy-AAAQPQAAJD4AAOC8AACovQAAmL0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=vPI5i6DNLaI","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["9367398910819148160"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"13563977039761657716":{"videoId":"13563977039761657716","docid":"34-6-0-Z2A03E2CD9F4298F6","description":"Marleen de Bruijne's presentation @ 2020 Winter's Edition of the BIGR Open Lab Day. In this video, Marleen talks about the main research lines within the Model based Medical Image Analysis...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3242830/84a6b10a1c27114533ed646fe3e048b7/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/fAKr1wEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"10","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DwnJlhhL7VYY","linkTemplate":"/video/preview/13563977039761657716?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"BIGR | Model based Medical Image Analysis","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=wnJlhhL7VYY\",\"src\":\"serp\",\"rvb\":\"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_vX_AQD7_gP_AwT-AQYPEf33AP8A_BT6AvoE_gDqAwcAAv8AAPoC-_ABAAAA_fjq_v79AAAVA_sGBAAAABQMAAH-AAAA-xsB_v4BAAD3_QoB9AIAARMEAf3_AAAA-QYBBgQBAAD0BfYFAAAAAAz1AAYAAAAAIAAtS6PSOzgTQAlITlACKoQCEAAa8AF_6RMDvfoN_Sbs7gD5GeMBpAgh_yH_4ACm9QoAqe7e_w0vAwHNGvgAFgYbAfoKAf_1FPD_D_MKARrrHQAaDwQABOkQABrIFgACEwIA5-78AO0G_f8SCgMB1A4e_-bzCf8cCO_-CgEHAB8KCAMA8BH__R8IAhgCEvzqDu4DAffiABb9_QIi9wX_-xzq_PH7BgP0CN77HgDsAgkG_Pry7gD9_OkD_P0C9vwuC_8J9fkK-QvkGP0ZDgf8CgAAABoT9gEECgUB9-wH_vsgA_sj3A0BHt8Y_PETDf3_Af_5_tcH-f0RCgbhDPMIKQ8MAwb8D_wgAC2zAUI7OBNACUhhUAIqzwcQABrABxcrCr8jP461PNWIO7-Nfj0erhA9NDDNvMXdlT2zzc08USAiPRah_bymXXE9qsK4O5xNl77qPVy5ZI8WvN0nnz4Z63Y9lA2QPLn6Ib4ogQ29j7oHPfWhg748d_E7LsWXO6xXAT5hJZU8pPHVPKA0xD2m1VC9Ef_WOeiZgzwkVPo8mykjveNBCb0ZOKC86PT-u0KguT3bfRi9uAT9O5SUBT3nON25GbsQPLPNcj1B-4c8CvfKvPwLlDvWBsC7r_8AvFN5Cz67RzY8yhwmvBkdsbuVwnI8op46OztGg721_7G9b84SPBhA-Dyyp5O8dIcBvAd4gj3gRLm9JTwBPQ0psD19kyY8Nt8tPBsqmz1YnUY930wvu3K0FTwCVAe9f4q-vC-Dpr1SlBA9aTf6u0HCZjzwdMI8i3WiOxl1DT0K9dQ9jtWcvJrShT03LxM9QQsJPF9wlzx9M5w7ss6CvPcGOjwAQno9riQgPCcHrb0XVmC89Pt-vBPr-TzqC3y8BK2fu0HYBLvv7ve8QfHGO67evLyqGvM8hX9_uesB8zx9dXq8oIPTu680mj2q9HO9tyQsPGcnI72Rak49pdcou4vMwr2Ho3A9svN0O4510T1f4lm8myqOPM910LyWxjQ91D_OOxc8dj2DJQg9t9CVu8eoQb15C_-8B-tzuK_Lhb2Acd871NK7Op-9hLy-5Bq9B-8KO2-AmT0G0xW8RFWGuz1Izz31Bkk9Lb-hugeQRj2H2IW95e89u2YVtjxeb3E9PpKzOdDQpDz205-9hFmyObTrdzsI-lW8gmU7OonAtz3utfs84pUSuLsmlL3zg4S8OU1huIbJ8TvyBRC7Q01bOrGWcbx-c1q89_8zO5biND3zisy8d4OOuQI0I7xNq3e9IbNeOe1Aor2ze3K7Tnf3uDa86jzo7J49qaPGuMVNlz1EIE09_srqOILyiDzjVXE9z2fTuAKDBL3nJbW8gCettf1abb1ZU4S9YUafOFk_DL2u7yg9M5NNuK0OJTxRwBY9DclVt-_nFD3t4uw84_qYtZjMp7w_Riq9wp0AOIefBD1qPZI9NCKkuHc9h72kw8M8gK_COJOecTvbmRO9iwvaOEFxdj3eNEI9X5yittCgvLzHIpe9LzthONFl4LzWMZO8sWicNyByZL2e2Sm9BCt_uB0TMz2I8Xo9z1cmNYlmOT17OLy9pHsvN-meUDzQt8W8HZn8tig9nb22bp49lpGSuCXNXTstHmM9QRELuTXaID0LUp88q30auGYcWby2e469ViLDtyAAOBNACUhtUAEqcxAAGmAPEwA0Ai7p7gtB2uESAxL3IeT8-Lwe_yoEAAwVCLESPOWS9wT_KQkMCa0AAADhBgs09gDPbPLy2jTmLPb0lOVDEn8RHzvOCBLR2v_Y8wDiDDAEADUA5_m-9FXp5yQa-hAgAC2FByg7OBNACUhvUAIqrwYQDBqgBgAAIMEAAFTCAABkQgAAOEIAAADBAADgwQAAgD8AAEDCAABAwgAALMIAAJhCAAA4QgAAnsIAABTCAABQQgAAHEIAABBBAACYwQAAAEAAAFDCAADIQQAAmEEAAIA_AABgQgAAOEIAAERCAABMwgAAssIAAPRCAADeQgAAEMEAAIDAAABowgAAgL8AAADAAAA4wgAARMIAAKhBAABwQQAAAMAAAJDBAAAgQgAAEEIAABxCAACAwAAAqMEAAGjCAAC4wQAAmEIAABDBAAAQwQAA-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_AAAQQQAAwEAAACBCAACAvwAAAMIAAMDAAADowQAAQMAAAEzCAACwQQAA7kIAAMDBAAB0QgAAAMIAAFzCAABAQQAASMIAAMBAAAAQQQAAcEEAAMjBAAC4wQAACEIAADhCAAAgwQAA4EAAAABBAAC4QQAA8MEAACDBAABAQAAAkMEAANBBAAD4QQAARMIAALJCAAAEQgAAjMIAAFRCAABIQgAAgMEAAJTCAACAQQAAoMEAAJDBAADQwQAAaMIAADTCAABQQgAAWMIAAHDBIAA4E0AJSHVQASqPAhAAGoACAABsvgAA4LwAAKI-AACiPgAAHL4AAEQ-AACgPAAADb8AAFy-AADgPAAA6D0AAAQ-AADgPAAARD4AAIi9AABwvQAAjj4AAEA8AABUPgAAzj4AAH8_AADovQAAHD4AAAS-AADgPAAAMD0AAIi9AAAcvgAAHL4AAII-AADoPQAA6D0AABy-AAAUPgAAgDsAABA9AAAQPQAADL4AAKa-AAAMvgAAXL4AAKi9AAAMPgAAUD0AAJi9AADYvQAAND4AACy-AAD4vQAAuL0AAEC8AAA8PgAAgDsAAIA7AAAUvgAAgDsAACM_AACgPAAAmj4AAEw-AACYPQAATL4AAJg9AAAQvSAAOBNACUh8UAEqjwIQARqAAgAAEL0AAJg9AACIvQAANb8AAO6-AACgPAAAyD0AABQ-AACgvAAAoj4AAHA9AABUvgAAnj4AABy-AACovQAAQLwAACQ-AABFPwAAgj4AANo-AAAMvgAA2L0AACw-AAAcvgAA4LwAABQ-AAAwvQAAZD4AAAQ-AADovQAAcL0AAHA9AACgPAAA-L0AABQ-AABUvgAAAz8AAFQ-AACIvQAA4LwAAJY-AAC4vQAA2r4AAEC8AAAwvQAA6D0AAH-_AABMvgAAxr4AAN4-AACWPgAAED0AANi9AACqPgAA4LwAAJg9AAAUvgAAFD4AAIg9AACIvQAA2j4AAAw-AACYvQAAHL4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=wnJlhhL7VYY","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["13563977039761657716"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"2329622369"},"7337290651771433986":{"videoId":"7337290651771433986","docid":"34-8-10-Z0420BE4D12B22DB4","description":"Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/741967/df5ed89c8d151eafd0cfa455cd1c2e2c/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/SFsw7AEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"12","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D7Pzq9IwscbE","linkTemplate":"/video/preview/7337290651771433986?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Lecture 1 Introduction to Medical Image Analysis","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=7Pzq9IwscbE\",\"src\":\"serp\",\"rvb\":\"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_vkEDAX9AQsKBwD3AQEA9gf8__8C_wDy-_b6_wAAAAQRAf7_AAAAC__8Af7_AQAO_f4DBAAAABYE_P0DAAAADgv8A_4BAADrAQEA9wEAASIB_AT_AAAA-_0C_f3_AADwC_wFAAAAAAjz-QIAAAAAIAAtK-TeOzgTQAlITlACKoQCEAAa8AF_9RgBz_4DAB_hAQEADuMBiQAB_y4QzwDE8wkAjgrO_hATMQDI6Q7_HhcTANgLCAAGDeX_CAwK_xPwDf9j7v4BCxQEADoLDwEYCgD_2Av0__YL9f8v4Rb-_fsA_uQUAP8dFxoA6fzfAwUI-QIA7hL_ERoGASnj_v33FQL95RsAAub08v4x9ucA7Pv7-_QIFwrzCNr74A7zBg36__kFHhMI_f4N-Q35-gUc_fD6GvnwBdooDfQeDRYBCwAAAAss9wDk-fz7CvIE_N_vE_8j8xgAItwa-9UJ-_wD-P4CGQ0L9PX6Cf8FGAYR9RAGAgnv-PcgAC0PbC87OBNACUhhUAIqzwcQABrAB-0MA79nUII7I9aHPHMcLryDdn099Oyku8Nkqj16U9E88kQrve6yvz23sFM9VjVXvZaTQL6izKs86NJkPP7Viz4gxJ88hqkxOwX9Zb7_Bzi9eqTTOU94kb5nFUw9qeaLuglrIz6sKR89o3nAPKA0xD2m1VC9Ef_WOVuvLj03Wuk7-OddvS4EKb5uFZS974vwPLd_hb3n09m80I_QOtNO7T11QA29nWkdvVFM3rv2Ocg8Kdw8vBTwBj0FQVM7OjeSu2XHJj6l9Rc9bgXBuwXuaj1Otda8Ux9tO0YmoLzbTwa8KahRO2P6xD3J3re8is_4u3kqhj1FBym9CpAXvQpK0T1QGb88TpbeO-SG_z05dvU8jG-ePOvKgrz3e_08GFhsvK8JSb0VUTg8VmDtu0s_YbxHj1871r4NOqgTdbyuega7YKnTPGI1cTyYzp09ClNOu-rjxjx68Y890m-hu6dbhj3Y3Ky8DR6BPCHmAr72qyq98jCjvF2nUT1Vl508TYOiPOHhBz3ZRey8kXEWPOyPh7t2YqA8MOvNuz8wzzu0d-E8TZ-hu6rPujxjuPq8KiSyOqOmgryw7s48KXaTO7pMrb1V2mI8-NIlPIZgjzk7OQO93ksrPF3alT1DHaY9HfovOrbkJz2Y_iA9uV0gvP-wdjr6JPu7LFIXPNBPJ713ooS9ofeEOhH_MD3ea009R8npO7BYI70FIro8zH_lOic4DjzohNA9O83UOWZWpTz20Wm9tWxOO9hDAD2GQMk9ZR81uSnuF7x41Fi9VWfIuKRcEL3lGnC9PVwJOfX8pD2gjmI996HVOWcstbwyOA89XAyxt1MaOz2u75i9I9r6N9-7Mj27r-88KxTjtxwjfj1_nku9OQ4fuF53xDxdx_I7Q2j9uJObsrznpg09sSLnuNWW2j3ELys8QvA0OI1bMb36iRg85KGMufjA87whLWQ9UJy7OFfSBb3WTAg9f0GMN7fJcjxtLR29y6PCuDNWNr1e3yI9wz9rOe-kjTve9i693eY8uMnd07moZqA8lmQoOFJIz7s-PKu9T7LkOD5Mcb31KWy8GeIjOHOj47yCdgK9dbE-N96IuDzCbjO97Zyvt6Zchj3Dm_U8OcGkt13GqD1OnFy8DlY6uAJqxTzy4Hg9cin9uJ917b1znDs90pSUuDwbLT1twrI97OWHtuW2nb0E_hC9cVaRtwLpLDz7ITa8AJyKuHCCSjwq6rc95woJOXxijb0hA9k9gTUwudrw7LstADK8e9ShNkeIvDs1iQa698M8OCAAOBNACUhtUAEqcxAAGmBBAAAbEjXR5C1W6gUU4_cA-v8lHqwO_wXi_yIS58b1MfSb_-r_K-ck-58AAADp6_E13wDgf-vw4TLaFPfowOUuEn75Lw-qzf_qwOr9EQXbGy7yAT0A1_iE-FXeliQqGTEgAC1_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-EIAADxCAAAAAAAAQEAAAAAAAAAQwQAAEMEAAFDCAABAQQAAIEEAACxCAAAAwgAAFEIAANjBAAAAQAAAisIAAEDAAAAMwgAAoEEAALZCAAAMQgAAwMAAAEBBAADYQQAAwEAAAPjBAACAPwAAqEEAABxCAABIQgAAHEIAAMZCAACAQAAAgD8AADDBAABwwQAA8EEAAJBBAABAwQAA6MEAADxCAAA0QgAAAAAAACzCAAD4QQAAgkIAAHzCAABAQQAA4MEAAMBBAACwQQAAgMEAAABCAABAwAAAmEEAAABAAACSwgAAwMAAAEBBAABAwgAASEIAAFRCAABkQgAAqMEAAHhCAABEQgAAFMIAAITCAABIwgAAiEEAAIBBAABAwAAAwMIAABxCAABAQQAAoEAAADjCAABAQAAAHMIAALhBAAAYQgAAHEIAAHDBAACowQAABMIAAPjBIAA4E0AJSHVQASqPAhAAGoACAABQPQAAcL0AAGQ-AAAEPgAAqL0AALg9AAAkvgAA-r4AAK6-AABQPQAAJD4AAKg9AAAQvQAAbD4AAAS-AACAOwAAPD4AAEA8AAAQvQAA1j4AAH8_AACIvQAAmD0AAJi9AAAwvQAAQLwAAOA8AADgvAAAQLwAADQ-AAAEPgAAqD0AAFC9AADYPQAAUD0AADw-AACYPQAAgr4AAES-AAC4vQAAfL4AAIK-AADYPQAAqL0AAEC8AAA0vgAA-D0AABS-AADgvAAAbL4AADA9AAAcPgAAiD0AAOg9AABsvgAAEL0AAA0_AAC4vQAAdD4AAAw-AACAOwAAoDwAAGQ-AABAPCAAOBNACUh8UAEqjwIQARqAAgAA2L0AAKi9AABEvgAAHb8AAEC8AACgvAAAED0AAHC9AACIvQAAjj4AAKg9AADovQAAgDsAAPi9AAAkPgAAuL0AAOg9AAAlPwAAgLsAALY-AAB8vgAAgDsAAKA8AADgvAAAHD4AANg9AAAQPQAAQDwAACQ-AABAPAAAUL0AAMg9AADgvAAAcD0AAAQ-AAAEvgAALD4AAI4-AADYvQAAcL0AAIo-AADgvAAAbL4AAEA8AAAUvgAA2L0AAH-_AACgPAAAuL0AALg9AACYPQAAgr4AABC9AAAQPQAAgDsAAFA9AAAQPQAA4DwAAJi9AABAPAAABD4AAKA8AADYvQAAgDsgADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=7Pzq9IwscbE","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":854,"cheight":480,"cratio":1.77916,"dups":["7337290651771433986"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"594987611"},"10998714402996343003":{"videoId":"10998714402996343003","docid":"34-5-1-Z4CAAD60EBF778AE5","description":"Title: Medical image analysis with limited labels Speaker: Jakob Ambsdorf, University of Copenhagen & Pioneer Centre for AI Abstract: The application of Deep Learning to Medical Imaging has...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/914982/91870bd75c4c8f98cdba7397f5f404e6/564x318_1"},"target":"_self","position":"13","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DYH3IcSQQy90","linkTemplate":"/video/preview/10998714402996343003?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Jakob Ambsdorf: Medical image analysis with limited labels","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=YH3IcSQQy90\",\"src\":\"serp\",\"rvb\":\"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-AgAGBP4O-Qv7A_4WBgD3__8A_wsEDv8F_gDz-ggCBAAAAP0L_AUMAAAA9vj___P_AQANAvgQAgAAAA8D_v_8AAAAARAABP4BAADmBgkEAwABABb-BgMAAAAA9P4EAQEAAAD1BfYEAAAAAAn-BAYAAAAAIAAt6A3XOzgTQAlITlACKnMQABpgJhcAJycgzfUSOMoDKfT5__n9BwCu8wAT-v8G__K6IvziqwAM_xz_HuayAAAAEOv3NgIA3Wn2DLb9Jtjt9cDbQRp_4Rjq5x4a370C1Aki5zLlCB4_ANMO6P40Ds0oAlEwIAAt0cQtOzgTQAlIb1ACKq8GEAwaoAYAAIA_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-MEAAARCAAAUQgAAnEIAALBBAAA4wgAA4MEAAITCAACQwQAAoMAAAOjBAACaQgAAuEEAABDCAADowQAAkEEAAGTCAAAAQAAAqEEAAIJCAAAcQgAAEMEAACxCAAAwwQAAUMEAAOBBAAAAwAAAwEAAAHBBAABwQQAAsEEAACRCAAAgQgAAaMIAANjBAACCwgAAQEEAAKhCAAAIwgAAyEEAAADAAAAAQQAAYEEAACzCAACgQAAAZEIAAJjBAADgwQAAAEIAAJBBAAAgwQAAEMEAAFBCAACgwAAAgD8AAKDAAAA4QgAA6EEAACBCAACIQQAAoEAAAIbCAABQQgAAqEEAAEjCAABMQgAAQEAAAEBAAADMwgAAUEEAAOjBAADgQAAAyMEAAHDBAACIwQAAgMAAAKbCAAAEwiAAOBNACUh1UAEqjwIQABqAAgAAQLwAAGS-AACmPgAAFD4AAFy-AACgPAAA4DwAAA2_AACavgAAgDsAAFw-AAAcPgAAVD4AAFw-AADgPAAAhr4AAFw-AACAOwAADD4AANY-AAB_PwAAyD0AAJo-AABwvQAAPD4AAKA8AACYPQAAED0AAJi9AAAkPgAAJD4AAGw-AAD4vQAA-D0AAIg9AAAwPQAAuD0AAMi9AAB0vgAAQDwAAKK-AAC4vQAAED0AABy-AAAQvQAAiL0AADQ-AAC2vgAAyL0AAI6-AABAPAAAij4AALg9AACgvAAAmL0AAHC9AAAvPwAA-L0AAI4-AABkPgAAND4AAFS-AAD4PQAAuL0gADgTQAlIfFABKo8CEAEagAIAABC9AACOPgAA2L0AABm_AAB0vgAAQDwAAPg9AAAQPQAAmL0AANo-AAAwPQAANL4AAHA9AABsvgAA2L0AADA9AAAQvQAAaT8AAMg9AAB0PgAAmD0AAKq-AABAPAAAcL0AABQ-AADKPgAAVL4AAHQ-AACAOwAA-L0AABS-AAAwvQAA2D0AAFC9AABAvAAAVL4AAII-AABwvQAAQLwAAL6-AADKPgAA4LwAAAS-AABMvgAABD4AAJi9AAB_vwAAhr4AAIK-AAAUPgAATD4AAAQ-AACYvQAAiD0AAHy-AABQPQAARL4AAAw-AABAPAAADD4AAJ4-AADgvAAALL4AANi9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=YH3IcSQQy90","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["10998714402996343003"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"1970343227587215550":{"videoId":"1970343227587215550","docid":"34-9-4-ZADC6A6DF13BB1F01","description":"We load the echocardiogram 2D Images or Videos acquired from the datasets. Hand gestures of the medical experts is trained to interact with VR images. The 3D...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3099374/9aaaf0041dac4c19137594dbbff10158/564x318_1"},"target":"_self","position":"14","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DszJcXdS76KQ","linkTemplate":"/video/preview/1970343227587215550?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis Using Images | 3D Touchless Interface and Hand Cursor based Virtual System","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=szJcXdS76KQ\",\"src\":\"serp\",\"rvb\":\"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-wUA-f75BAwF_QEHAQf6-P__APQJ9Qn8Af8A_fYGAwIAAAD7-AXyBgAAAAHz9vgA_QEACPsACwMAAAASAPQC_wAAAAgFCf_-AQAA8fz8AwMAAAAcBvn6_wAAAPL_CAX7_wAA-Qn6_wAAAAAK9PH8AQAAACAALaML4Ts4E0AJSE5QAipzEAAaYB0XABsJ_-_kDDDr8u7g_woF7xbowwQAC-kABgv90gwlALoICf8t7wPzxQAAAPHp7hf1APlLEd_n8wcH4-XN4v8wf9wR_wULIejnHPUUDggEDvfqNwDX_gUiJc_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-kIAABxCAABQwQAAEMIAAKBCAAAsQgAA2MEAAKDAAADYwQAAkEEAALjBAAAcQgAAwEEAACxCAADQwQAA-MEAAEDBAACgQgAAoMAAAFzCAACIQQAAGMIAAIrCAABQwQAAAEAAAChCAAAQwgAAgkIAAEDBAAAgwQAAEEIAACBBAABAwQAAgEEAAIDBAACQQQAAMEEAAAAAAAD4QQAATEIAAKRCAACQwQAAfEIAAJBBAACYQQAAQEAAAGDCAAAAwgAA4MAAAGBBAAAMQgAAiMEAAOBBAAC4wQAAjsIAAGBBAACAvwAAMEEAAKJCAAAUwgAAYMEAAETCAABMQgAAgEEAAKrCAACYwQAAbEIAAPhBAACAwAAAgMAAAHRCAABowgAACEIAACTCAACgwgAAkEEAAHRCAACKwgAAkMEAALRCAAD4QQAAmEEAAK5CAADowQAAkMEAAADCAAAEQgAAQMAAAMBAAABwwQAAqMEgADgTQAlIdVABKo8CEAAagAIAAI6-AADYPQAAhj4AAHQ-AADgvAAAMD0AAKC8AAAXvwAAqr4AAKg9AACgPAAAED0AABw-AABMPgAAuD0AABA9AABMPgAAqD0AADQ-AADqPgAAfz8AAOA8AADoPQAADL4AAFC9AAAwPQAAqL0AADS-AADgvAAAkj4AAMg9AAAMPgAA-L0AAAQ-AADIPQAA2D0AAEC8AAAUvgAAJL4AAPi9AACCvgAAuD0AAFC9AACIvQAAQLwAAOA8AABQPQAARL4AAFA9AAAkvgAAbD4AALg9AACYPQAABD4AAPi9AAAwvQAAMT8AAIi9AABsPgAAsj4AAIi9AAAcvgAAmD0AAEA8IAA4E0AJSHxQASqPAhABGoACAADYvQAAgLsAAGy-AAAfvwAANL4AAAy-AAAcvgAA6D0AACS-AAB8PgAA6L0AADy-AADovQAAbL4AADA9AACIvQAAyD0AAC0_AAAEPgAArj4AALi9AACgPAAA4DwAAOC8AAAwvQAAXD4AAFC9AABAPAAAuD0AAKg9AACgvAAAqD0AAIA7AAAQvQAAoLwAAJi9AABcPgAA6D0AACy-AADgPAAA6D0AAFA9AAB0vgAAMD0AAHC9AADYPQAAf78AABS-AABUvgAA4LwAAFA9AACSvgAAmL0AAAQ-AAAkPgAAED0AAHA9AAC4PQAA6L0AAJg9AACYPQAAUD0AALi9AAD4vSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=szJcXdS76KQ","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["1970343227587215550"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"14817790775723723099":{"videoId":"14817790775723723099","docid":"34-5-17-ZF16685E82C600017","description":"Selected Topics Course, 4-th-year, Information Technology Department, Mansoura University, Week 5...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/216479/a4d6ac84645b114810d81323c201150a/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/zpDurwEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"15","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D_tmLG0sNL4I","linkTemplate":"/video/preview/14817790775723723099?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis: Preprocessing (Part III)","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=_tmLG0sNL4I\",\"src\":\"serp\",\"rvb\":\"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_E9ISggQkAYAEKyqLARABGniB_vsC9P0DAAgI-wYHCP0CBg8Q_fgA_wD8E_oC-gT-APr9AP__AAAA_wYB_wUAAAD9-PgC-_4AAA79_gMEAAAAFgT8_QMAAAAHDQwH_gEAAPj9CgH1AgABF_r-DAAAAAD__wn5AgAAAPkJ-v8AAAAAEvsAAfz1_gAgAC0ccts7OBNACUhOUAIqcxAAGmAGDQAjHyXk5StH3-oi6AUE_uUB_uf6AAb3AAkY9qMdK_rDAQoAGtwbB74AAAAF_9ot0wDPUeIe3QUQCPv96gAaIn8IGOQB6yjv9-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_AACsQgAA4MEAAEjCAACYQgAAhkIAAHzCAADowQAAAEEAAIBBAAAwQgAAQMIAAIRCAACwQQAAQMAAACTCAAAAAAAAwMAAAGRCAACowQAAAAAAABTCAADgQAAAmMEAAJrCAACAwQAA8MEAAKjBAAAMQgAAAEAAAEDAAACIQQAAoMAAACDBAABAwgAADMIAAKhBAADAwQAAokIAABBCAAAEQgAAkMEAAPDBAABAwAAAEMEAADBCAADQwQAAMEIAAODAAABAwgAA4EEAAIDAAAAgwgAAoEAAAIhCAAAUQgAAoMAAAMBAAACwwQAAGMIAAJjBAABAwQAAoMEAAGTCAADQQQAAwEEAAAzCAACAvwAAgL8AAEDBAACIQgAAmEEAAABBAADQwQAAiEIAAMDAAABAQQAAPMIAADDBAAAIQgAADMIAAEBAAAAIQgAAHMIAAIjCAACgwQAAwEAAAAxCAACowQAAKMIAACDBAABAQQAAAMAAAABCAAAswgAAsEEAAGBBAADoQQAAiEEAAATCAABAQQAAwEAAADDCIAA4E0AJSHVQASqPAhAAGoACAACovQAAmD0AAGQ-AACKPgAAuL0AAFA9AAAcvgAA2r4AABS-AADgvAAAcD0AALg9AAD4PQAABD4AALg9AACAuwAAJD4AAJg9AABAPAAAkj4AAH8_AACgPAAAuD0AAEA8AADYvQAAUL0AABS-AAA0vgAAQLwAAHA9AADIPQAAuD0AAIC7AAAwvQAAQDwAAOg9AAAMvgAAXL4AAFy-AAAMvgAAlr4AADC9AABAvAAAiL0AABy-AAB0vgAAyD0AAEy-AAAEvgAA2L0AAOA8AAA0PgAAiD0AABC9AACevgAAEL0AACE_AAAQvQAAnj4AAFA9AAAQPQAAHL4AAAw-AADgvCAAOBNACUh8UAEqjwIQARqAAgAA4LwAAFC9AADgPAAACb8AAEy-AACAOwAAqL0AACw-AACIvQAALD4AANi9AACCvgAAUD0AAKi9AACoPQAAQLwAAGw-AABFPwAAMD0AAIo-AABQPQAAcL0AADA9AADIvQAAiD0AAEQ-AAAQvQAAQLwAACQ-AAA0PgAA2L0AAAQ-AACAOwAA-L0AAMg9AACoPQAAiD0AALg9AADgvAAAqL0AAJY-AAAwPQAAqL0AAHC9AACYvQAAUD0AAH-_AAAQvQAARL4AAEC8AABQPQAAmL0AAFC9AABEPgAAqD0AAFA9AAAwPQAA2D0AADS-AACIPQAAHD4AABS-AABQvQAAcL0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=_tmLG0sNL4I","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":3840,"cheight":2160,"cratio":1.77777,"dups":["14817790775723723099"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"360494159"},"13076685377397378971":{"videoId":"13076685377397378971","docid":"34-1-17-ZE18FEF9817A44303","description":"Medical Image Analysis, Ganapathy krishnamurthi...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3644217/12cb59cee0d6d7c86df74a2f9307a027/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/EUE2CwIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"16","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D9QIZ-zrkgYk","linkTemplate":"/video/preview/13076685377397378971?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis - Introduction","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=9QIZ-zrkgYk\",\"src\":\"serp\",\"rvb\":\"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_AIJ-_0EAO4E_AIJAv8AEw8NBvYCAgD8E_oC-gT-APn1-Pv4AAAA_wYB_wUAAAD9-PgC-_4AAA79_gMEAAAAFgT8_QMAAAABEAAE_gEAAOoBAQD2AQABIwH8BP8AAAACAQEB__YD__IE-_0AAAAAEvsAAfz1_gAgAC20dNw7OBNACUhOUAIqhAIQABrwAX_38gKfD-P7VQX5APAU7QCm-wz_I_n7AdoY6__eBecBLBL1Aczk8P__6OwAHgoXAEUA_QAX-BMAC9_3APAB_gDQDvwAKeLiAAoI_ADpBuwA5_0P_w0GDf_h__kADfQM_iAM4ADvAvICFQH1AiniDgH2-A8BEvcaAhX5_AEAKAcC-vD__gkA-Afw3PAA_RH4Bt345_7nDxP98u7y-hEE7v4I5fv7IQn8Av0PFv37CuwH7Sj0-wjsEPbb-vkF3v4dBQT8D_sX_vH57vr3-xANBA8M5xcC2vr3_gDz9An-9u_8Cvn9-AoM-v8E-xH9Ax8JAiAALae6Pjs4E0AJSGFQAirPBxAAGsAHt-zYvl13qTyx1MS8SVJNvVc_pj0Y2QS9jtm4veIQIL1mUEi9cRsNvueM6rvIQH692NR5vgUESb3zhgW9Ub-LPh1sFj2b6HM9NXk6vg6rkTtKfkQ8T3iRvmcVTD2p5ou6dm91Pq3wRLo5wUy7LfqkPXt8Zzy_oGA8b7EMvVZbG71SOMy83UOavhXAubx61Ck8BcP5PTGLWr0LiB89xr6pPU8qUDxJHAs89SVAPIe_prygbIq8-3ioPJc0jLu1d3w8lMIcPuST37t6oxs9dk1tvL0Hw7yNkba760YuPca7iDzl-Hy83gydPTN51jt_4h27ZFr7PbQWMLxpJg49xipvvLedMT3H49g8YtUDPPVZUDsuvUc8waJHPBrfF72N2AI9OkXCvWI-aj2aL-U7Vkt1PUEalL2rRxS8QX52PfIfOTudCCy8qlQ_PNi2qDzgEMu6OVAWvKekWL169K-63fN0O-8O3zw18dE5nIxHu4Ghmjo42B08O8UKPlaDK71f8OU722F9PX_WQT3euLk77I-Hu3ZioDww6827hNt1vQvmFDwWhWG7SLeQu9Pcyry01sY8wySBvVYjoD2LHlM8LEjzvLpGsDzeFtE7URD-uzZbuTzIUjU8t4p0Pbx9MTzlvHe7kQsOPSHTtTzOnAG8ofwYPdF8ST12Kio8itVVPOzfFT0HUJ079StdPXMRPz2wlem6E1hKvZ1VVb3nNTi7KHEHPQZUzTqfMV275BMyPpZyI71Aml-6yOpWPHYe8DzU70K7euMkvZ4irLxAgHM7fBa6PWc3qbzrxd65jqSuPBtyYj1s-0-4uyaUvfODhLw5TWG4yYmbPOEnjjy7jcI3zYaGvankhz3drYg4WqFIvIu8UTzOEx8501LUvHpBurwnfhS6yZRqPCn4NzxcvAC4BFgkPmBZqTzwLuw4nZubvN5ubjwPvQi4qkSZPGo4kD0QVx04ZXimuwCUGj02cdA4CrWquzOx77wSTry4yhuAPYXGnbxEhB04rQ4lPFHAFj0NyVW3okRrvSS5fLz9dia4YaVCPdICz7w-gJe2F3j4vNaN1z041Lo4lGA7vBFnzbuaZwo52peHPV1nqruw5pc4istRPTgmMDyvT6k4Ad7CvLtPhDzolg84ol87PUUfPT2H83K4Z3UbvIRt3bp4sK83VE-LOlb_lrwI8tm1NcC7PFwbj7wqfiWz87eDPVjzLTyxCVa4oEpSPQc4jj0Vkow4lV8rPM-8jD3F_Aa5Ce_-Othe7jurqEi3KDWqvDPcIL0Vkkw2IAA4E0AJSG1QASpzEAAaYCQEAAoGN-DeHDLfDUX5_B7zzx4gwgP_GP__CAnAmQ4uAM4GF_8PDP8DrQAAAN7V1SwHAPZq5RLULvfQ6ffIDUkpfycZBs7cHhG5CbMkCMdAEfUELwDTDMc8DdDOHQckKSAALSfsJTs4E0AJSG9QAiqvBhAMGqAGAADAQAAA4EAAAKhCAAAIwgAAqEEAAKDBAABQQQAAcMEAAAAAAACQwQAAIEIAAHDBAACIwgAAmsIAADxCAAAcwgAAIMEAAKjBAADAQAAAosIAABhCAAAQQQAA8MEAAChCAAC2QgAAjsIAAJ7CAABowgAA2EEAABBCAACYwQAAJEIAABDCAACAPwAAgsIAAIC_AACgwQAATEIAAJjBAAAAwAAAcEEAAIhBAAAgQQAA4EEAAARCAADgwQAAhsIAAEDBAAD-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-AAAEvgAA2D0AAFC9AAAFvwAAkr4AAIC7AABUPgAAmD0AAKC8AABcPgAAQDwAAOC8AAA8PgAAcD0AAHA9AADePgAAfz8AAMi9AAC4PQAAEL0AAAy-AACAOwAA6L0AAMi9AABwPQAA6D0AAAQ-AADYPQAAoLwAAFA9AADIPQAADD4AAIA7AABkvgAATL4AANi9AAAcvgAAbL4AAKg9AADovQAAMD0AAFS-AACoPQAAfL4AAIA7AAAkvgAA4DwAAHQ-AACAOwAA6D0AAFS-AABAPAAADz8AAKi9AACGPgAAVD4AAOA8AACovQAAZD4AAKg9IAA4E0AJSHxQASqPAhABGoACAADgPAAAcD0AABS-AAAPvwAAXL4AAEC8AAAwPQAAmD0AABC9AADCPgAAED0AAES-AABwPQAAEL0AABw-AACIvQAAuD0AADs_AACgPAAAqj4AACS-AAC4vQAAgDsAAKC8AAC4PQAAfD4AAEC8AACoPQAAJD4AAFA9AAAMvgAAiD0AAEA8AABQPQAAiD0AAJi9AACKPgAAyD0AAIC7AAAsvgAAij4AAIg9AACevgAAMD0AAMi9AABwvQAAf78AAIC7AAAMvgAAuD0AAEC8AAC4vQAA2L0AAAw-AABAvAAAyD0AAEA8AACAOwAAQDwAAFA9AABsPgAAMD0AANi9AADIvSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=9QIZ-zrkgYk","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["13076685377397378971"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"2051869460"},"8230479115813302281":{"videoId":"8230479115813302281","docid":"34-2-5-Z90DFD8D260478212","description":"Title: Medical Image Analysis and Reconstruction with Data-efficient Learning Speaker: Lequan Yu Abstract: Medical imaging is a critical step in modern healthcare procedures.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1520265/6ce61a3933ffabd67b392172e31de74d/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/st-37wEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"17","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DHhqgbVnR2ZQ","linkTemplate":"/video/preview/8230479115813302281?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"MedAI Session 29: Medical Image Analysis and Reconstruction with Data-efficient Learning | Lequan Yu","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=HhqgbVnR2ZQ\",\"src\":\"serp\",\"rvb\":\"Eq0DChI5ODMwMDQzMzMwMjUyNjc0MzAKFDE3OTQzMzc2MDE2NDI5NzUyNTU1ChMxNDMwMjU0NjkzODAxMjI3NDcyChM5NjQ5Nzg2NTQxNzU1MTkzMDMwChM2MjAwMTQ2Mjg3MDA5NDQ1MTk5ChMzMzc4NzA5NzI3MzE3NjU3MjA4ChQxNDI2MTM4NzcwMzg1ODQ0MDE0MQoUMTgyOTg1NjA4MjkxNTQxMzc2MTMKEzkzNjczOTg5MTA4MTkxNDgxNjAKFDEzNTYzOTc3MDM5NzYxNjU3NzE2ChM3MzM3MjkwNjUxNzcxNDMzOTg2ChQxMDk5ODcxNDQwMjk5NjM0MzAwMwoTMTk3MDM0MzIyNzU4NzIxNTU1MAoUMTQ4MTc3OTA3NzU3MjM3MjMwOTkKFDEzMDc2Njg1Mzc3Mzk3Mzc4OTcxChM4MjMwNDc5MTE1ODEzMzAyMjgxChM4ODM1OTQxMDAyODMxMzc1OTgxChQxNjc1MDk1OTMxMTk2NDUwNTI1OQoUMTMxMjE2NDY1MzQ5NjExMjY3NjAKFDE0NDgyODM3MjM4ODAwODM5NDE1GhUKEzgyMzA0NzkxMTU4MTMzMDIyODFaEzgyMzA0NzkxMTU4MTMzMDIyODFqiBcSATAYACJFGjEACipoaG5nY3FsbmlseGltY2piaGhVQ09ra2xqczA2TlBQa2pOeXNDZFFWNHcSAgASKhDCDw8aDz8T1huCBCQBgAQrKosBEAEaeIEI-_78B_gA9PgHChAH-wH5BP8B-P39APQI-_7_Av8A2P77BQD-_wAA_BH9CQAAAAr09v71_gAAFP7tCAIAAAAmEAMEAAD_AP0H_gv_AQAA6_4A9QIAAAAoAfwE_wAAAAUG___-_wAA8RLxCQAAAAAkAPcEAQEAACAALQROvzs4E0AJSE5QAiqEAhAAGvABf_n_AboIIf0UA_oA_BL8AYoAAf8LB8j_guvjAIj29_3nJPkA4_QDASoDJv_Z__7_BQX2_kMTAQD5_CD_IOcZAAXwBwFG0vcBHvwGARECCP_U-fX-Dxr7_wIJGAHz5vb-BgIM_gf84AH_7Pj_4foEACEZB_8I9x79Agn9_vsD6v4E9v8EDAQEAPsb-fgUGQz_-fn__CIT3_4C_BUA_AIBA_8MBAMP4fcCHwoGDPb9BAEY7hEAMAwN-wfeAf8KGgf88ff-Bvnn9wLmBg0BLw4BCfvnEwL2AhH_HAPqBfbq9vL_Bvjy2AAB_Pr5EAsS9f8EIAAtnH8xOzgTQAlIYVACKs8HEAAawAesOAm_uhXdPL9FBrzJym890pKiPMpDFTs-ibk9kKUqPVXFcbsrUfY8c77YPDp0erzY1Hm-BQRJvfOGBb0fD70-eyyiPcg7LLy_Dze-HdloOj0CaT1PeJG-ZxVMPanmi7pHyFA-Sqc_vF9SRjx9BRk-7pSOvRX4rzz9s-67-HptvWMWcL1dqbK9wZwqvT0eRLyVfw0-oqRWvbFVXTwgB7o9gpE3vYiynLz1JUA8h7-mvKBsirxrbpo7Sfhjuu-RCTwd6ME9hvx-uepJjzz_dok90bEDuy8eOTwZMf08LwiGvZYqTbsa4Zg93OQmvAwZNDyPP4w9EGXePPjHljzunEE98rfau_Aufjv31rY9qvDUOWhXBDvAHAI9XacRvFgAYbl2nkK94QiCPeXHJLqXfJI9f7ENvU8X87zpdgA9MGIEPRsHxTtCjz09GeeKvOxAZzxmwQI7uYSoPMPOOTsjNN08FbgrPbdvfzxxr8e9SLKNvSubXry9n8Q9ap1dPKnvoTyZOlk8OaGrvF4pbDt5iiK8i_GKu5GM3LkxBYA9QXj-ukPiIrwXSmE9UNN4vbs5BbrhwrC8MA2jPTB_8jkcIUi9r9yBPEjAjbvqPoA99Bd6PFRHWDyZKc09rQiYPeNAlbeEhJg9OGWuPLvDmjrPfJi88LD_vMAdD7tNCr28OPUhPfXQYzvwP2g7nrliO2dOfDq61248ryoWPNegkjtHsbc8Tmo-Pc02_TqNQQo8QHUgvERoKTt_8Ls9y8xWPbQ0GTrhi8A8Ef_QvWQJwri3Kf06f7pGPTX6TjnTiT893kcBPBhwbzpDCII7FPDGvJxEUjiQRzU94o2vO6WCQrr46wQ896BWPCHc_zkXqJs9jLIduncZbLlH45A8YasfPcEPIbrTXWO9u-cKPS66jzj6WGY9cNWQPAwjYLgUTTY9xLU1POL9n7lhqIO8N3lgPVPB9bdtCKk8-MxIPCbJ4zTCtLm8TIqfvQZgdjhuvOC8V8uCPKOuOjgv7aW8YKo-vOFcDLjo2AE9EhNUPaqcgra_uZ66H526vHmuPTcH8Vy7EAGMPYOdXbjViiC9A7PCvJ5g_zWaEv-8vbImvRW6x7f89VQ9hhQNPX1KzrZJ_tY8LzUfPErZgzhin0C9hEJpveR-mDjdJCa9ZXJFvB_YKLc6Weo8_wDOO4GmorVhqhm983HNvUqVgrgE2Xw8T105vXljKrjEsAi9SFmlPcfsUbgHC6e8vfzuPYO0HrlNNCM7WiDLPHQdBrbrFga9STKGvLuFnzggADgTQAlIbVABKnMQABpgSAYAIgEp3sgcUd_pGuz03ALz_RmsBv8E6__5G_CuBQrfoPcG_y8sHhejAAAAG_XGHhoA9H8T2QQQ8w8Qx7DyPBV4xwELtOs5Apn-rw_8zy38DztOAOforAsu86cf9AsWIAAtH-8XOzgTQAlIb1ACKq8GEAwaoAYAADBCAACgQAAAjkIAAOBAAABAQQAAuEEAADxCAADAwAAA-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_AAA4QgAA2EEAAEjCAAD4wQAA4EEAAGRCAAAEwgAAgEEAAEBBAAAcQgAAsEEAAFDBAAB0QgAAEMEAAEDBAAAQQQAACMIAALhBAACAwAAAgL8AAOBAAAC4wQAAsEIAAMjBAAA4QgAAoEAAAIDBAABAwQAAoEEAAFDBAABAQgAApsIAAFTCAADoQQAAYEEAADTCAABIwgAAoEAAAAjCAADAQQAAcEEAAEBBAABMwgAAAEAAAMDAAACwwSAAOBNACUh1UAEqjwIQABqAAgAAdL4AAKA8AACKPgAAFD4AAAy-AACgvAAAyL0AAG-_AADuvgAAPL4AAEw-AAC4PQAAND4AAMY-AABAvAAABL4AAJo-AAD4PQAARD4AADE_AAB_PwAAHL4AAOg9AADIvQAAML0AABQ-AACgPAAARL4AAFS-AABwPQAAhj4AAEC8AAC4vQAAoDwAABw-AACuPgAAQLwAAGy-AAAEvgAAor4AADS-AACAuwAAQDwAABS-AABAvAAAgLsAAAU_AACqvgAAQDwAAAe_AADYPQAAED0AAJg9AAAUPgAAir4AAHC9AABrPwAA2D0AAJY-AAB0PgAAqD0AANi9AACIPQAAgLsgADgTQAlIfFABKo8CEAEagAIAAOi9AAAwPQAAEL0AAB-_AABkvgAA4DwAAHA9AABwPQAAFL4AAKY-AABwvQAAfL4AADC9AAAcvgAAcD0AADC9AAB0PgAAIz8AAGw-AADaPgAAqD0AAIg9AABQvQAAmL0AAIg9AABUPgAAmL0AALg9AABAvAAA2D0AAJi9AABwPQAAcD0AAHC9AAD4PQAA6L0AAHQ-AADgPAAANL4AAEA8AAAEPgAAFD4AANi9AADgPAAAqL0AAIg9AAB_vwAAoDwAAEy-AACYPQAA4DwAAPi9AAAsvgAAfD4AAKg9AAC4PQAAoDwAAEC8AABwvQAAoDwAAHA9AAAQvQAAUD0AAHA9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=HhqgbVnR2ZQ","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["8230479115813302281"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"1076070182"},"8835941002831375981":{"videoId":"8835941002831375981","docid":"34-4-13-Z755FC59481BCD21A","description":"Vyas University, Jodhpur...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3119331/f90a6c4c1c115c63a1c0ba90d28cf73f/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/KpM21wEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"18","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D9L9jVVU-JTQ","linkTemplate":"/video/preview/8835941002831375981?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Medical Image Analysis using AI - ATAL FDP at MBM","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=9L9jVVU-JTQ\",\"src\":\"serp\",\"rvb\":\"Eq0DChI5ODMwMDQzMzMwMjUyNjc0MzAKFDE3OTQzMzc2MDE2NDI5NzUyNTU1ChMxNDMwMjU0NjkzODAxMjI3NDcyChM5NjQ5Nzg2NTQxNzU1MTkzMDMwChM2MjAwMTQ2Mjg3MDA5NDQ1MTk5ChMzMzc4NzA5NzI3MzE3NjU3MjA4ChQxNDI2MTM4NzcwMzg1ODQ0MDE0MQoUMTgyOTg1NjA4MjkxNTQxMzc2MTMKEzkzNjczOTg5MTA4MTkxNDgxNjAKFDEzNTYzOTc3MDM5NzYxNjU3NzE2ChM3MzM3MjkwNjUxNzcxNDMzOTg2ChQxMDk5ODcxNDQwMjk5NjM0MzAwMwoTMTk3MDM0MzIyNzU4NzIxNTU1MAoUMTQ4MTc3OTA3NzU3MjM3MjMwOTkKFDEzMDc2Njg1Mzc3Mzk3Mzc4OTcxChM4MjMwNDc5MTE1ODEzMzAyMjgxChM4ODM1OTQxMDAyODMxMzc1OTgxChQxNjc1MDk1OTMxMTk2NDUwNTI1OQoUMTMxMjE2NDY1MzQ5NjExMjY3NjAKFDE0NDgyODM3MjM4ODAwODM5NDE1GhUKEzg4MzU5NDEwMDI4MzEzNzU5ODFaEzg4MzU5NDEwMDI4MzEzNzU5ODFqiBcSATAYACJFGjEACipoaGVxdmxpZmZxeXNid25iaGhVQ2VqTkdNeTdVX0VUMk1UWTk4cVNBencSAgASKhDCDw8aDz8ToieCBCQBgAQrKosBEAEaeIH0BBH3B_gAA_T6CgcK-wIHERP89gD_APIQ9fMEAf8A5vH7_Pz_AADzBe_6CwAAAP_r8wn9_QAAFP7tCAIAAAAhC_IG_QAAAAceBgb-AQAA8g0F_vYBAAEpAfwE_wAAAAcRABD9AAAA5gX6AQAAAAAJ8fgDAAAAACAALZ_6vDs4E0AJSE5QAiqEAhAAGvABZfzmAMIHHf0l7O8A5hgIAYEFC_8g_-EA9AcMAb8O2P_qHgr_5Pn0AOsNGwHzHAn_EPbr__8gBQDi6x__EAEKAB3yBAA25_MBJPf7APgd5__EBgr_FAvs_wQODP7_9vz9CB3e_w0D_QIBAwUCGA8cAewdBQIR9xkC_u__APID-wIA_QcBIfcF_-sO7QEc8gkG_f3rBQP6_gIGBw0FBgj7_-4eDQAR-_L9Cfj8CQcc6wDsDgP7Cfz0CPL8AgEeBvL5ABb2Ce7u_wLxGQcDE_YLBhoECgP0FfoKDeHv_vjUBgUTFfkI0PzwBAvmBAT5_wP6IAAtbidIOzgTQAlIYVACKs8HEAAawAcfvM6-sRKYO0btwDv6DdO9kHjDPGxwB734g0a9VsGDvO3E-rt4tdy8i9PeO9ExEb0Uz-G-wa37vNXnCr07GWw-rgzqPIKMJTxC6ra9KtzZutpgVz31oYO-PHfxOy7FlzuzXI4-xUIjPddO1Lyp-E8-EoMAvdRhhTxg_WS9ebltunh8ubsWag2-nk5VOpE5YDwFw_k9MYtavQuIHz0uWaU9Y0JMvB8IWjxRTN679jnIPCncPLz8C5Q71gbAu6__ALyCQsg92hPuPCLY3TxKDx67bcW-vMJRjTwPQsS6an7jOlyKULzxsJq9UBUVu8UiwLrR9p65dXcZvJgZMjtDrqQ9PZeuPQRFYjsB2RC7wA4XvXSzHrwCbaY94GILvORtAD3UnjK9sGVDPHrXCzxLD5k9IRisvD-IJrs8Xbc91iV5PYo1CjoSq3U9EAFsPWuEM7nAg8W9UuIpvWo1A7ynrRA6uYy7PVpiijxf3We87GQVPXL3XjwzyZM9sud8PDQR9Dsvr9K8oOL4vK0stLtzigm9mAOzPF8-frzIXYQ8jZSCPTbIJLzANBY9lLLGvSoxV7uj8bq9YB8dPYWpc7uQpES-nvDSvFZvhbvS7sY870LOPPmqLrtcTxu8uzMJPT3CHzxPJ4Q9xu4KPALLW7wyQSi9KayZvU-HQjuG6JC9LxSwPHoxuTvIk8m8sOU1PUatFzyyg4g75gTNvXk76LiyIH49wD1vPY_kFLrUnvI9NKjsvJQZiLptWG69ORGYPA_jQTmmB6o8eW5GPNI0Nrq063c7CPpVvIJlOzpZljk9FfeEPLH3vLkvS8C94mbnPPG7UDjdKqO8Vz3AvZEGHjnK5iK6t5TuuaOzVjq0DKe8MvNTPEWZXTnv9eI7iCqRvW2DDDnEsU69lf-aPGlBYbiur_886kKsOnPC3bfpTDU91H2EO_3BLjlI5gy9zka4PRcqN7ivA2y9YAChPGQ_Gjh7Eti8zwZqvfGnoTiWroW9yPXlvIoDbTiUqPI8EALXPKNMzrYu4kC9juHWPDfdI7kqJzC97vilvFSNgDfJQzq8H1maPTfzBjcoDbU8alIFPfTj7ThZp0q9NkcMvQFXSzec5ao7FhWxPNNV27d4WJK9SX0HOksUUjgJ0RC94dDbvbHPyzdbBZa8cAg1vTxFqLfrG7g9Tyc0PZw1hbfKUus8TD2mvataVTh7Aaw8N4TPPOxbIblizOe8-CXRu8EhCrgASDe7d1U2PT6V3bhybhM9JIzwvNM9e7bStYW9ssq2vQvfVrggADgTQAlIbVABKnMQABpgQAIADRNO6soAUscoD-Xe1hXa-Q3UFf8L5_8ODAabGjv0hev8_wMJFyeeAAAA8BfeJvwA4H_81fE48BAC8cvSahd97xYHvgUf3r_K3ijioS4A7idCAM_6uC5e_b8zOvUcIAAtb60QOzgTQAlIb1ACKq8GEAwaoAYAAFBBAADgwAAANEIAAMjBAAAAQQAAQMAAAIC_AADAwAAAYEEAABDBAABAQgAAoMAAAHDCAAAEwgAAqkIAAABBAADgQAAARMIAAODAAAC-wgAA2EEAAPDBAABAwAAADEIAANZCAADgwQAAIMIAANzCAAA8QgAAYEIAAKjBAAAQwgAATMIAAKBBAAC0wgAAAMIAAADCAAB0QgAAMEEAAABAAADgQQAA4EAAAMDBAAAQQQAAlkIAALbCAAAQwgAAiEEAAMpCAAAAQAAAnsIAALBBAAA4wgAAZEIAAGBBAACAPwAAmMIAAIhBAAAQwgAAHEIAACxCAADAwQAAAMAAAEBAAAAwwQAAwEAAAGRCAABAQAAAIMIAAIC_AACQQQAAXEIAADDCAACEQgAAMMEAAMDAAAA0QgAAUMIAADDBAABAQQAAgMEAAHBBAADYQQAAiEIAAPjBAABwQQAAoMIAAKDBAAAkQgAAHMIAALhBAADIQQAAwEEAAMBAAAB4wgAAYMIAABzCAAAwQQAAmkIAAMjBAAAswgAAyEIAAIBCAACiwgAAEMIAABBBAACgwAAAAEEAACDCAACIQQAAcMEAAKjBAADAwAAAiMEAAExCAABEwgAACMIAACDBAABAwgAAoMEAAOjBAACCwgAAgMAAAAAAAAAAQQAApkIAAPjBAADAwAAAAEAAABDCAABAQQAAUMIAAIhBAABQQgAAkEEAAEzCAABwwQAAqEEAAFzCAABAQAAAQEAAADBBAAB8QgAAPMIAAAAAAAAwQQAAJMIAAODAAAAAwQAAEEEAAEDAAADwQQAAAEIAAHDBAADoQQAAAMAAAEBAAAD8wgAAIMEAAJhCAAAgwQAAFEIAACxCAACQwQAAAEAAAEDBAADgQQAAuEEAABxCAAD4wQAADMIAAMBAAAAAwAAAQEEAALBBAADgwQAAVEIAAARCAAC4QQAA8EEAAADCAAAgwgAAYEIAAEDAAACoQQAAhsIAAK7CAADAQQAA8EEAAAAAAAAcwgAA8MEAAABCAADIwQAAMEIAAKBAAABkwgAAiMEAABDCAADIwSAAOBNACUh1UAEqjwIQABqAAgAAfL4AAJg9AAB0PgAAyD0AABy-AAA0PgAAyL0AACm_AABMvgAAUL0AACQ-AABQvQAAoDwAAK4-AABwPQAAyL0AAFw-AABQPQAAHD4AALo-AAB_PwAABL4AAIg9AAAQvQAAQDwAAJg9AACYvQAA4DwAADC9AAAcPgAA-D0AAFA9AACgvAAAUD0AAJg9AABsPgAAiD0AAGS-AABkvgAANL4AAHS-AAAQPQAAqD0AAJi9AACgPAAA6L0AACw-AADIvQAAqL0AAJq-AAAkPgAAyD0AAHQ-AAAkPgAAZL4AAEA8AAAvPwAAgDsAAK4-AACCPgAAJD4AANi9AAAsPgAAmD0gADgTQAlIfFABKo8CEAEagAIAALi9AAAEPgAAuL0AADG_AAC2vgAAiD0AAAQ-AAAMPgAA6L0AALI-AACgvAAAXL4AAFA9AAAEvgAA2L0AAIA7AACAOwAAPT8AAOg9AACWPgAA4DwAAGS-AAAwvQAA6L0AAEA8AACOPgAABL4AAMg9AAAQvQAAoDwAAJi9AAAQPQAAqD0AAIi9AAAwPQAAVL4AAMY-AACYPQAADL4AACS-AABkPgAA4LwAANi9AACYvQAAMD0AAOA8AAB_vwAAuL0AAHS-AAAEPgAAlj4AAOC8AAAQPQAADD4AABC9AABQPQAAmL0AAOg9AABwPQAAuD0AALI-AADgvAAAZL4AAEC8IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=9L9jVVU-JTQ","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["8835941002831375981"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"289493066"},"16750959311964505259":{"videoId":"16750959311964505259","docid":"34-0-11-ZB41E1AC29F971EC2","description":"On 21/22 November 2024, the UCD Centre for Precision Surgery, in association with HRB Ireland, hosted a cutting edge conference on AI and Digital Surgery at the Mater Misericordiae University...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2887032/09f1efed849217515dbe7b64b54b9c5f/564x318_1"},"target":"_self","position":"19","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DTOHnwnkzNyU","linkTemplate":"/video/preview/16750959311964505259?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"AI Medical Image Analysis (Kathleen Curran)","related_orig_text":"Medical Image Analysis Lab","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Medical Image Analysis Lab\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=TOHnwnkzNyU\",\"src\":\"serp\",\"rvb\":\"Eq0DChI5ODMwMDQzMzMwMjUyNjc0MzAKFDE3OTQzMzc2MDE2NDI5NzUyNTU1ChMxNDMwMjU0NjkzODAxMjI3NDcyChM5NjQ5Nzg2NTQxNzU1MTkzMDMwChM2MjAwMTQ2Mjg3MDA5NDQ1MTk5ChMzMzc4NzA5NzI3MzE3NjU3MjA4ChQxNDI2MTM4NzcwMzg1ODQ0MDE0MQoUMTgyOTg1NjA4MjkxNTQxMzc2MTMKEzkzNjczOTg5MTA4MTkxNDgxNjAKFDEzNTYzOTc3MDM5NzYxNjU3NzE2ChM3MzM3MjkwNjUxNzcxNDMzOTg2ChQxMDk5ODcxNDQwMjk5NjM0MzAwMwoTMTk3MDM0MzIyNzU4NzIxNTU1MAoUMTQ4MTc3OTA3NzU3MjM3MjMwOTkKFDEzMDc2Njg1Mzc3Mzk3Mzc4OTcxChM4MjMwNDc5MTE1ODEzMzAyMjgxChM4ODM1OTQxMDAyODMxMzc1OTgxChQxNjc1MDk1OTMxMTk2NDUwNTI1OQoUMTMxMjE2NDY1MzQ5NjExMjY3NjAKFDE0NDgyODM3MjM4ODAwODM5NDE1GhYKFDE2NzUwOTU5MzExOTY0NTA1MjU5WhQxNjc1MDk1OTMxMTk2NDUwNTI1OWqvDRIBMBgAIkUaMQAKKmhocWdpdXZnZ2lmbWdnb2RoaFVDbVBrQ0xXbzBOYk55UzJhMGFBeW5HZxICABIqEMIPDxoPPxP8CIIEJAGABCsqiwEQARp4gfQDAv7_AQAD_wUBDQb-AQUQCAn3AP8AAAr59PgE_gDzAP7-_wAAAP0C-wYBAAAA_fjq_v79AAAm_fb9AAAAABMABQT8AAAAAwsC-v4BAADu-g75AgAAABf7_P4AAAAAA_4GCQMBAADrBP30AAAAAAP2CfsAAAAAIAAt2DLUOzgTQAlITlACKnMQABpg7g4ABgEq7esSNOjgMdgDGwYH5QvXDAAF6wAD__HiJyHqrOwG_xQHHtu7AAAACPnWKAsA3FjwBskVCOsADNvmFQp_2BfoCuUC6O3Z4ewaBmEVHSokAPME-Csh2_JICgEuIAAt_NlIOzgTQAlIb1ACKq8GEAwaoAYAAODAAACAwQAAAEIAAEBBAAAEQgAAhEIAAAxCAACgwQAAAMAAAEzCAAAAwQAAMMEAACTCAADgQQAA-EEAAIC_AAC4QQAAgEAAAMBAAAAwwgAAkEEAAJhBAAAMQgAAjkIAAOBBAAAAQAAAXMIAAEzCAACIQgAAnkIAAERCAABoQgAAEMIAAKJCAACgwQAALMIAABjCAACIQQAAgD8AADhCAABAQQAAPEIAANRCAAAUQgAAhEIAAIDAAAAgwQAAoMAAAABAAABgwgAAAEEAALBBAABAwgAAqMEAAGDCAACgQQAAnMIAABBCAACgwAAA6EEAAABCAADAwAAAMMIAAFDCAAAMQgAAgL8AACBBAAAQwQAANEIAANjBAABQQQAAeEIAAILCAABMQgAAEEIAAAzCAAAwwQAAJEIAAABAAAAAwAAATMIAAABAAABgwgAAssIAAIA_AACiQgAAZMIAADhCAABIQgAAVEIAACDBAAAAQAAAmEEAAADBAACAQQAAzsIAABxCAADAwAAADEIAAHDBAAAwwgAAAEEAAEDBAAAowgAALMIAAIBAAACYQQAABEIAAEjCAADIQgAAgMAAAKDBAACowQAAMMEAAJhCAACiQgAAAEEAAJDBAAC4wQAAQMEAAATCAAAAQAAAAMIAAIC_AABAQAAAIMEAAHDBAABcQgAAiMEAAGTCAAAQQgAAoEAAAEDCAABAQAAAMEEAAEDAAAB4QgAAqMEAANjCAABwwgAAUEEAALxCAAAEQgAAHEIAACRCAABUwgAAHEIAAKDAAACowQAAAMAAAETCAABQwQAAkEEAADDBAADAQQAA6EEAAJjBAAD4wQAAMMIAAIBBAABkwgAALEIAAHjCAAAYwgAAAAAAACjCAAAAQAAAmEEAAExCAABgQQAAMEEAAChCAAAgQgAAEMEAAMDAAABAQAAAwMAAACRCAABwQQAACEIAAMDAAABQwQAAeMIAAGTCAADAQAAAEMIAAODAAACiQgAAWEIAAJBBAAAgwQAAJEIAAJLCAAAMwgAA8EEAAIDBAACUwgAAAMIAAKrCAADAwSAAOBNACUh1UAEqjwIQABqAAgAATL4AAIA7AABsPgAAVD4AABS-AAAMPgAAND4AACW_AABwvQAA-L0AAHw-AACIPQAAqD0AAJo-AAAwPQAADL4AAJY-AACIPQAAPD4AAKo-AAB_PwAA6L0AABQ-AACoPQAAoDwAAKg9AADgPAAAuL0AAIC7AAB0PgAAFD4AAIg9AAAcvgAAQDwAABy-AACGPgAAUD0AAJ6-AADivgAADL4AAIa-AADgPAAAyD0AAOg9AAAQPQAANL4AAFw-AAB8vgAAJL4AAGS-AAAwPQAAdD4AAFw-AADIPQAAqL0AABA9AAAvPwAAoLwAAJY-AACKPgAAdD4AAKa-AADYPQAAoLwgADgTQAlIfFABKo8CEAEagAIAADQ-AAAwPQAAir4AADO_AAC-vgAABD4AADA9AACOPgAAZL4AAN4-AACCPgAApr4AAAw-AABcvgAANL4AAKA8AAC4PQAAOz8AAMi9AADoPQAAgLsAAOC8AACgPAAAuL0AAKg9AADOPgAAfL4AABw-AADIPQAAUL0AAEA8AACYvQAAqL0AAEA8AABAvAAAdL4AANI-AAAQPQAAFL4AAL6-AACiPgAA4LwAAIq-AABQvQAAqL0AABQ-AAB_vwAAiD0AAIa-AAAwPQAA2D0AAOA8AACgPAAABD4AABS-AAAQPQAA2L0AAEQ-AAAcPgAAEL0AAFw-AACIvQAAPL4AAIi9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=TOHnwnkzNyU","parent-reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["16750959311964505259"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false}},"dups":{"983004333025267430":{"videoId":"983004333025267430","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007] and AI Workflows in Matlab","cleanTitle":"Medical Image Analysis and AI Workflows in Matlab","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=PJnQLK4HfFM","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/PJnQLK4HfFM?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDZ2RIU0ZjWHZrTjZPM05YdmlmMC1wQQ==","name":"MATLAB","isVerified":true,"subscribersCount":0,"url":"/video/search?text=MATLAB","origUrl":"http://www.youtube.com/@MATLAB","a11yText":"MATLAB. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":3114,"text":"51:54","a11yText":"Süre 51 dakika 54 saniye","shortText":"51 dk."},"views":{"text":"2,8bin","a11yText":"2,8 bin izleme"},"date":"17 eyl 2024","modifyTime":1726599845000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/PJnQLK4HfFM?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=PJnQLK4HfFM","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":3114},"parentClipId":"983004333025267430","href":"/preview/983004333025267430?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/983004333025267430?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"17943376016429752555":{"videoId":"17943376016429752555","title":"VISE \u0007[Labs\u0007]: MASI (\u0007[Medical\u0007]-\u0007[image\u0007] \u0007[Analysis\u0007] and Statistical Interpretation \u0007[Lab\u0007])","cleanTitle":"VISE Labs: MASI (Medical-image Analysis and Statistical Interpretation Lab)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=qDyNS-nHF9Q","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/qDyNS-nHF9Q?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDdG5XbEpfNGsyRTkwbHVWR2ZlQXJkZw==","name":"Vanderbilt University","isVerified":true,"subscribersCount":0,"url":"/video/search?text=Vanderbilt+University","origUrl":"http://www.youtube.com/@vanderbilt","a11yText":"Vanderbilt University. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":128,"text":"2:08","a11yText":"Süre 2 dakika 8 saniye","shortText":"2 dk."},"views":{"text":"1,8bin","a11yText":"1,8 bin izleme"},"date":"3 oca 2017","modifyTime":1483401600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/qDyNS-nHF9Q?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=qDyNS-nHF9Q","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":128},"parentClipId":"17943376016429752555","href":"/preview/17943376016429752555?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/17943376016429752555?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"1430254693801227472":{"videoId":"1430254693801227472","title":"\u0007[Image\u0007] \u0007[Lab\u0007] \u0007[Analysis\u0007] Tutorial","cleanTitle":"Image Lab Analysis Tutorial","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=0ZWUrehRNKA","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/0ZWUrehRNKA?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDWTJ3RlZFQVdKMW1kSTVmcDBEcE5Pdw==","name":"americanbiotech","isVerified":false,"subscribersCount":0,"url":"/video/search?text=americanbiotech","origUrl":"http://www.youtube.com/@americanbiotech","a11yText":"americanbiotech. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1593,"text":"26:33","a11yText":"Süre 26 dakika 33 saniye","shortText":"26 dk."},"views":{"text":"67,1bin","a11yText":"67,1 bin izleme"},"date":"17 oca 2012","modifyTime":1326758400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/0ZWUrehRNKA?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=0ZWUrehRNKA","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":1593},"parentClipId":"1430254693801227472","href":"/preview/1430254693801227472?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/1430254693801227472?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"9649786541755193030":{"videoId":"9649786541755193030","title":"Introduction to \u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007]","cleanTitle":"Introduction to Medical Image Analysis","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=N0Dwh3avx9A","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/N0Dwh3avx9A?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekNZWFhsNUkxWXZocDkyUk5vajJPUQ==","name":"Medical Image Analysis","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Medical+Image+Analysis","origUrl":"http://www.youtube.com/@medicalimageanalysis9258","a11yText":"Medical Image Analysis. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2082,"text":"34:42","a11yText":"Süre 34 dakika 42 saniye","shortText":"34 dk."},"views":{"text":"24,2bin","a11yText":"24,2 bin izleme"},"date":"17 şub 2017","modifyTime":1487289600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/N0Dwh3avx9A?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=N0Dwh3avx9A","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":2082},"parentClipId":"9649786541755193030","href":"/preview/9649786541755193030?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/9649786541755193030?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"6200146287009445199":{"videoId":"6200146287009445199","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007]","cleanTitle":"Medical Image Analysis","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=bw1xWg16CLU","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/bw1xWg16CLU?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDQ2I5X0tuOEZfT3BiM1VDR20tbElMUQ==","name":"Microsoft Research","isVerified":true,"subscribersCount":0,"url":"/video/search?text=Microsoft+Research","origUrl":"http://www.youtube.com/@MicrosoftResearch","a11yText":"Microsoft Research. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":499,"text":"8:19","a11yText":"Süre 8 dakika 19 saniye","shortText":"8 dk."},"views":{"text":"10,2bin","a11yText":"10,2 bin izleme"},"date":"18 ağu 2016","modifyTime":1471478400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/bw1xWg16CLU?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=bw1xWg16CLU","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":499},"parentClipId":"6200146287009445199","href":"/preview/6200146287009445199?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/6200146287009445199?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"3378709727317657208":{"videoId":"3378709727317657208","title":"Is \u0007[medical\u0007] \u0007[image\u0007] \u0007[analysis\u0007] with deep learning ready?","cleanTitle":"Is medical image analysis with deep learning ready?","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=oPoz63ACs9A","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/oPoz63ACs9A?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDaDcweW4zZ2l6WWhRN0oyYU1hand6dw==","name":"Joseph Paul Cohen PhD","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Joseph+Paul+Cohen+PhD","origUrl":"http://www.youtube.com/@JosephPaulCohen","a11yText":"Joseph Paul Cohen PhD. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2113,"text":"35:13","a11yText":"Süre 35 dakika 13 saniye","shortText":"35 dk."},"views":{"text":"1,4bin","a11yText":"1,4 bin izleme"},"date":"7 mayıs 2022","modifyTime":1651881600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/oPoz63ACs9A?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=oPoz63ACs9A","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":2113},"parentClipId":"3378709727317657208","href":"/preview/3378709727317657208?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/3378709727317657208?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"14261387703858440141":{"videoId":"14261387703858440141","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007]: Lecture 11","cleanTitle":"Medical Image Analysis: Lecture 11","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=U_Kcr0QCr1U","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/U_Kcr0QCr1U?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDcV96WnhwVUhzdGlqMHcxQmZiX3NnQQ==","name":"Mohammed Elmogy","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Mohammed+Elmogy","origUrl":"http://www.youtube.com/@mohammedelmogy9296","a11yText":"Mohammed Elmogy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2396,"text":"39:56","a11yText":"Süre 39 dakika 56 saniye","shortText":"39 dk."},"date":"3 mayıs 2020","modifyTime":1588464000000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/U_Kcr0QCr1U?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=U_Kcr0QCr1U","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":2396},"parentClipId":"14261387703858440141","href":"/preview/14261387703858440141?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/14261387703858440141?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"18298560829154137613":{"videoId":"18298560829154137613","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007]","cleanTitle":"Medical Image Analysis","host":{"title":"vimeo.com","href":"http://vimeo.com/305440147","playerUri":"\u003ciframe src=\"//player.vimeo.com/video/305440147?api=1&byline=1&fullscreen=1&portrait=0&title=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"vimeo","providerName":"vimeo.com","sourceHost":"vimeo.com","name":"vimeo.com","secondPart":{"type":"CHANNEL","id":"dmltZW8uY29tO0d1YW5neXUgWWFu","name":"Guangyu Yan","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Guangyu+Yan","a11yText":"Guangyu Yan. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fvimeo.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":41,"text":"00:41","a11yText":"Süre 41 saniye","shortText":""},"date":"10 ara 2018","modifyTime":1544399411000,"isExternal":false,"player":{"embedUrl":"https://player.vimeo.com/video/305440147?api=1&autoplay=1&byline=1&fullscreen=1&portrait=0&title=1&wmode=opaque","playerId":"vimeo","videoUrl":"http://vimeo.com/305440147","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":41},"parentClipId":"18298560829154137613","href":"/preview/18298560829154137613?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/18298560829154137613?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"9367398910819148160":{"videoId":"9367398910819148160","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007]: Preprocessing (Part I)","cleanTitle":"Medical Image Analysis: Preprocessing (Part I)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=vPI5i6DNLaI","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/vPI5i6DNLaI?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDcV96WnhwVUhzdGlqMHcxQmZiX3NnQQ==","name":"Mohammed Elmogy","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Mohammed+Elmogy","origUrl":"http://www.youtube.com/@mohammedelmogy9296","a11yText":"Mohammed Elmogy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2597,"text":"43:17","a11yText":"Süre 43 dakika 17 saniye","shortText":"43 dk."},"date":"22 mar 2020","modifyTime":1584835200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/vPI5i6DNLaI?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=vPI5i6DNLaI","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":2597},"parentClipId":"9367398910819148160","href":"/preview/9367398910819148160?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/9367398910819148160?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"13563977039761657716":{"videoId":"13563977039761657716","title":"BIGR | Model based \u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007]","cleanTitle":"BIGR | Model based Medical Image Analysis","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=wnJlhhL7VYY","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/wnJlhhL7VYY?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDd1VQR1RzQ1BWb1pDb29Vb2hwc1VKZw==","name":"Biomedical Imaging Group Rotterdam","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Biomedical+Imaging+Group+Rotterdam","origUrl":"http://www.youtube.com/@biomedicalimaginggrouprott1824","a11yText":"Biomedical Imaging Group Rotterdam. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":550,"text":"9:10","a11yText":"Süre 9 dakika 10 saniye","shortText":"9 dk."},"date":"23 şub 2021","modifyTime":1614038400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/wnJlhhL7VYY?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=wnJlhhL7VYY","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":550},"parentClipId":"13563977039761657716","href":"/preview/13563977039761657716?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/13563977039761657716?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"7337290651771433986":{"videoId":"7337290651771433986","title":"Lecture 1 Introduction to \u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007]","cleanTitle":"Lecture 1 Introduction to Medical Image Analysis","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=7Pzq9IwscbE","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/7Pzq9IwscbE?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDZ3AyM3ZkTE5hVWl0T2tDeHhWblJyZw==","name":"NPTEL IIT Kharagpur","isVerified":false,"subscribersCount":0,"url":"/video/search?text=NPTEL+IIT+Kharagpur","origUrl":"http://www.youtube.com/@IITKharagpurJuly-is9ie","a11yText":"NPTEL IIT Kharagpur. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2082,"text":"34:42","a11yText":"Süre 34 dakika 42 saniye","shortText":"34 dk."},"views":{"text":"13,3bin","a11yText":"13,3 bin izleme"},"date":"14 oca 2022","modifyTime":1642118400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/7Pzq9IwscbE?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=7Pzq9IwscbE","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":2082},"parentClipId":"7337290651771433986","href":"/preview/7337290651771433986?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/7337290651771433986?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"10998714402996343003":{"videoId":"10998714402996343003","title":"Jakob Ambsdorf: \u0007[Medical\u0007] \u0007[image\u0007] \u0007[analysis\u0007] with limited labels","cleanTitle":"Jakob Ambsdorf: Medical image analysis with limited labels","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=YH3IcSQQy90","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/YH3IcSQQy90?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDb2oyX1Rpd3dzV1hlUnMtNUpzNE5Cdw==","name":"RISE Research Institutes of Sweden","isVerified":false,"subscribersCount":0,"url":"/video/search?text=RISE+Research+Institutes+of+Sweden","origUrl":"http://www.youtube.com/@RiSeSweden","a11yText":"RISE Research Institutes of Sweden. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":3528,"text":"58:48","a11yText":"Süre 58 dakika 48 saniye","shortText":"58 dk."},"date":"8 eki 2024","modifyTime":1728345600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/YH3IcSQQy90?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=YH3IcSQQy90","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":3528},"parentClipId":"10998714402996343003","href":"/preview/10998714402996343003?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/10998714402996343003?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"1970343227587215550":{"videoId":"1970343227587215550","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007] Using Images | 3D Touchless Interface and Hand Cursor based Virtu...","cleanTitle":"Medical Image Analysis Using Images | 3D Touchless Interface and Hand Cursor based Virtual System","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=szJcXdS76KQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/szJcXdS76KQ?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDUlY1LTBFNTNRN29MUXNPV3ZFZm1FUQ==","name":"PhDDirection","isVerified":false,"subscribersCount":0,"url":"/video/search?text=PhDDirection","origUrl":"https://www.youtube.com/channel/UCRV5-0E53Q7oLQsOWvEfmEQ","a11yText":"PhDDirection. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":879,"text":"14:39","a11yText":"Süre 14 dakika 39 saniye","shortText":"14 dk."},"date":"25 mar 2022","modifyTime":1648166400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/szJcXdS76KQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=szJcXdS76KQ","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":879},"parentClipId":"1970343227587215550","href":"/preview/1970343227587215550?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/1970343227587215550?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"14817790775723723099":{"videoId":"14817790775723723099","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007]: Preprocessing (Part III)","cleanTitle":"Medical Image Analysis: Preprocessing (Part III)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=_tmLG0sNL4I","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/_tmLG0sNL4I?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDcV96WnhwVUhzdGlqMHcxQmZiX3NnQQ==","name":"Mohammed Elmogy","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Mohammed+Elmogy","origUrl":"http://www.youtube.com/@mohammedelmogy9296","a11yText":"Mohammed Elmogy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2386,"text":"39:46","a11yText":"Süre 39 dakika 46 saniye","shortText":"39 dk."},"date":"22 mar 2020","modifyTime":1584879781000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/_tmLG0sNL4I?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=_tmLG0sNL4I","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":2386},"parentClipId":"14817790775723723099","href":"/preview/14817790775723723099?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/14817790775723723099?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"13076685377397378971":{"videoId":"13076685377397378971","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007] - Introduction","cleanTitle":"Medical Image Analysis - Introduction","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=9QIZ-zrkgYk","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/9QIZ-zrkgYk?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDWWExV3RJLXZiX2J4LWFuSGRtcE5mQQ==","name":"NPTEL-NOC IITM","isVerified":false,"subscribersCount":0,"url":"/video/search?text=NPTEL-NOC+IITM","origUrl":"http://www.youtube.com/@nptel-nociitm9240","a11yText":"NPTEL-NOC IITM. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":97,"text":"1:37","a11yText":"Süre 1 dakika 37 saniye","shortText":"1 dk."},"views":{"text":"8,5bin","a11yText":"8,5 bin izleme"},"date":"21 haz 2022","modifyTime":1655769600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/9QIZ-zrkgYk?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=9QIZ-zrkgYk","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":97},"parentClipId":"13076685377397378971","href":"/preview/13076685377397378971?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/13076685377397378971?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"8230479115813302281":{"videoId":"8230479115813302281","title":"MedAI Session 29: \u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007] and Reconstruction with Data-efficient Learning...","cleanTitle":"MedAI Session 29: Medical Image Analysis and Reconstruction with Data-efficient Learning | Lequan Yu","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=HhqgbVnR2ZQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/HhqgbVnR2ZQ?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDT2trbGpzMDZOUFBrak55c0NkUVY0dw==","name":"Stanford MedAI","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Stanford+MedAI","origUrl":"http://www.youtube.com/@stanfordmedai","a11yText":"Stanford MedAI. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":3542,"text":"59:02","a11yText":"Süre 59 dakika 2 saniye","shortText":"59 dk."},"date":"20 oca 2022","modifyTime":1642636800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/HhqgbVnR2ZQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=HhqgbVnR2ZQ","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":3542},"parentClipId":"8230479115813302281","href":"/preview/8230479115813302281?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/8230479115813302281?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"8835941002831375981":{"videoId":"8835941002831375981","title":"\u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007] using AI - ATAL FDP at MBM","cleanTitle":"Medical Image Analysis using AI - ATAL FDP at MBM","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=9L9jVVU-JTQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/9L9jVVU-JTQ?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDZWpOR015N1VfRVQyTVRZOThxU0F6dw==","name":"Abhisek Gour","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Abhisek+Gour","origUrl":"http://www.youtube.com/@abhisekgour","a11yText":"Abhisek Gour. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":5026,"text":"1:23:46","a11yText":"Süre 1 saat 23 dakika 46 saniye","shortText":"1 sa. 23 dk."},"date":"6 tem 2021","modifyTime":1625556764000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/9L9jVVU-JTQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=9L9jVVU-JTQ","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":5026},"parentClipId":"8835941002831375981","href":"/preview/8835941002831375981?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/8835941002831375981?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"16750959311964505259":{"videoId":"16750959311964505259","title":"AI \u0007[Medical\u0007] \u0007[Image\u0007] \u0007[Analysis\u0007] (Kathleen Curran)","cleanTitle":"AI Medical Image Analysis (Kathleen Curran)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=TOHnwnkzNyU","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/TOHnwnkzNyU?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDbVBrQ0xXbzBOYk55UzJhMGFBeW5HZw==","name":"Mater Misericordiae University Hospital Surgery","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Mater+Misericordiae+University+Hospital+Surgery","origUrl":"http://www.youtube.com/@matermisericordiaeuniversi6607","a11yText":"Mater Misericordiae University Hospital Surgery. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1148,"text":"19:08","a11yText":"Süre 19 dakika 8 saniye","shortText":"19 dk."},"date":"4 mar 2025","modifyTime":1741046400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/TOHnwnkzNyU?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=TOHnwnkzNyU","reqid":"1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL","duration":1148},"parentClipId":"16750959311964505259","href":"/preview/16750959311964505259?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","rawHref":"/video/preview/16750959311964505259?parent-reqid=1769551370882518-528213527290610055-balancer-l7leveler-kubr-yp-vla-210-BAL&text=Medical+Image+Analysis+Lab","isEmbedOnly":false,"shouldPlayInstreamPreroll":false}}},"viewer":{"_isInitial":false,"clips":{"items":{},"dups":{},"loadingStatus":"None"},"internal":{"videoId":"","sandboxEventPrefix":"sandbox:","sandboxVersion":"0x001cd987dbd","isEmbedded":false,"from":"yavideo","service":"ya-video","hbPeriod":30,"table":"video_tech","isInstreamDisabled":false,"nonce":"5282135272906100557210","errorList":[],"isAdultAdv":false,"isImportantCommonAdv":false,"shouldShowAdvId":false,"advConfig":{"under-player":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"under-player-lite":{"regular":{"default":"R-I-48058-728"},"adult":{"default":"R-I-474674-103"}},"under-player-old":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"video-list":{"regular":{"default":"R-I-48058-708","mail":"R-A-13411721-2"},"adult":{"default":"R-I-474674-101","mail":"R-A-13426421-2"}},"search-list":{"adult":{"default":"R-I-474674-135","mail":"R-A-13426421-23"},"regular":{"default":"R-I-48058-751","mail":"R-A-13411721-23"}},"search-grid-row":{"regular":{"default":"R-I-48058-718","mail":"R-A-13411721-4"},"adult":{"default":"R-I-474674-109","mail":"R-A-13426421-4"}},"search-grid-head":{"regular":{"default":"R-I-2120168-7"}},"search-list-right":{"regular":{"default":"R-I-8843654-1"}},"before-player-old":{"regular":{"default":"R-I-2120168-1"}},"before-player":{"regular":{"default":"R-I-2120168-1"}},"search-grid-inplace":{"adult":{"default":"R-I-474674-126","mail":"R-A-13426421-16"},"regular":{"default":"R-I-48058-742","mail":"R-A-13411721-16"}}},"shouldValidateSandbox":false,"sandboxInitTimeout":15000,"isSSROnlyMastheadEnabled":true,"query":"Medical Image Analysis Lab","queryUriEscaped":"Medical%20%C4%B0mage%20Analysis%20Lab","filterMode":1,"isUserChild":false,"advInstreamConfig":{"regular":{"default":{"category":"2","impId":"7","partnerId":"2216089","vmapScenarioId":"119"}},"adult":{"default":{"category":"3","impId":"4","partnerId":"1988486","vmapScenarioId":"119"}}}},"playbackQueue":{"currentIndex":0,"items":[]},"related":{"items":[],"pages":[],"loadingStatus":"None","nextPageNum":0,"ncrnd":0},"playlist":{"items":{}},"delayedViews":{"ids":[],"loadingStatus":"None"}}}