{"id":2786,"date":"2023-11-15T15:47:44","date_gmt":"2023-11-15T07:47:44","guid":{"rendered":"https:\/\/www.bebi.ntu.edu.tw\/?p=2786"},"modified":"2023-11-15T15:47:54","modified_gmt":"2023-11-15T07:47:54","slug":"%e3%80%90%e6%bc%94%e8%ac%9b%e3%80%9111-20%e4%b8%80%e5%b0%88%e9%a1%8c%e6%bc%94%e8%ac%9b%ef%bc%9ablood-based-early-cancer-detection-using-multiomics-and-machine-learning","status":"publish","type":"post","link":"https:\/\/www.bebi.ntu.edu.tw\/?p=2786","title":{"rendered":"\u3010\u6f14\u8b1b\u301111\/20(\u4e00)\u5c08\u984c\u6f14\u8b1b\uff1aBlood-based early cancer detection using multiomics  and machine learning"},"content":{"rendered":"<p>\u25c6\u5c08\u984c\u6f14\u8b1b\u516c\u544a\u25c6<\/p>\n<p>\uff5c\u6642\u9593\uff1a112\u5e7411\u670820\u65e5\uff08\u4e00\uff09\u4e0b\u53483:30-5:00<\/p>\n<p>\uff5c\u5730\u9ede\uff1a\u96fb\u6a5f\u4e8c\u9928105\u6f14\u8b1b\u5ef3<\/p>\n<p>\uff5c\u8b1b\u8005\uff1a\u570b\u7acb\u81fa\u7063\u5927\u5b78 \u751f\u91ab\u96fb\u5b50\u8207\u8cc7\u8a0a\u5b78\u7814\u7a76\u6240 \u5289\u5b50\u6bd3\u6559\u6388<\/p>\n<p>\uff5c\u4e3b\u984c\uff1a<span class=\"OYPEnA text-decoration-none text-strikethrough-none\">Blood-based early cancer detection using multiomics\u00a0<\/span><span class=\"OYPEnA text-decoration-none text-strikethrough-none\">and machine learning<\/span><\/p>\n<p>\uff5c\u6458\u8981\uff1a<span class=\"OYPEnA text-decoration-none text-strikethrough-none\">Despite the public health emphasis on population-level cancer screening in recent decades, adherence remains lower than desired, and cancer is often detected too late for successful treatment. In this talk, we will review cancer signals extracted from blood, present the integration of multiomics signals in Machine Learning models, and understand the impact of early cancer detection. We will discuss previously published results on colorectal cancer, colorectal advanced adenomas, and pancreatic cancer detection.<\/span><\/p>\n<p>\uff5c\u6559\u5e2b\u5be6\u9a57\u5ba4\u7db2\u7ad9\uff1a<a href=\"https:\/\/sites.google.com\/view\/joyliu-m2lab\/\">https:\/\/sites.google.com\/view\/joyliu-m2lab\/<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25c6\u5c08\u984c\u6f14\u8b1b\u516c\u544a\u25c6 \uff5c\u6642\u9593\uff1a112\u5e7411\u670820\u65e5\uff08\u4e00\uff09\u4e0b\u53483:30-5:00 \uff5c\u5730\u9ede\uff1a\u96fb\u6a5f\u4e8c\u9928105\u6f14\u8b1b\u5ef3 \uff5c\u8b1b [&#8230;]\n","protected":false},"author":2,"featured_media":2787,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[17],"tags":[],"class_list":["post-2786","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-speech"],"jetpack_featured_media_url":"https:\/\/www.bebi.ntu.edu.tw\/wp-content\/uploads\/2023\/11\/\u6d77\u5831-1120\u5289\u5b50\u6bd3\u6559\u6388.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/2786","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2786"}],"version-history":[{"count":2,"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/2786\/revisions"}],"predecessor-version":[{"id":2789,"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=\/wp\/v2\/posts\/2786\/revisions\/2789"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=\/wp\/v2\/media\/2787"}],"wp:attachment":[{"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2786"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2786"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bebi.ntu.edu.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2786"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}