{"id":382,"date":"2022-11-02T15:24:00","date_gmt":"2022-11-02T15:24:00","guid":{"rendered":"https:\/\/www.snijderlab.org\/news\/?p=382"},"modified":"2023-04-17T19:37:41","modified_gmt":"2023-04-17T19:37:41","slug":"deep-morphology-learning","status":"publish","type":"post","link":"https:\/\/www.snijderlab.org\/news\/2022\/11\/02\/deep-morphology-learning\/","title":{"rendered":"Deep Morphology Learning"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/aacr.silverchair-cdn.com\/aacr\/content_public\/journal\/bloodcancerdiscov\/issue\/3\/6\/6\/m_bloodcandisc_3_6_cover.png\" alt=\"\" width=\"167\" height=\"222\"\/><\/figure>\n<\/div>\n\n\n<p>Tim&#8217;s study on using deep learning to improve our pharmacoscopy workflows made it to the cover of <a href=\"https:\/\/aacrjournals.org\/bloodcancerdiscov\/article\/3\/6\/502\/709894\/Deep-Morphology-Learning-Enhances-Ex-Vivo-Drug\" data-type=\"URL\" data-id=\"https:\/\/aacrjournals.org\/bloodcancerdiscov\/article\/3\/6\/502\/709894\/Deep-Morphology-Learning-Enhances-Ex-Vivo-Drug\" target=\"_blank\" rel=\"noreferrer noopener\">Blood Cancer Discovery<\/a>! <\/p>\n\n\n\n<p>Remarkably, we find a strategy for the weakly-supervised label-free detection of healthy and malignant cells in our image-based ex vivo drug screens (pharmacoscopy) leads to better treatment predictions! We call the approach <strong>Deep Morphology Learning<\/strong>.<\/p>\n\n\n\n<p>Please see the nice wrap-up on our work at the <a rel=\"noreferrer noopener\" href=\"https:\/\/biol.ethz.ch\/en\/news-and-events\/d-biol-news\/2022\/09\/artificial-intelligence-improves-drug-testing-in-patient-samples-for-personalised-medicine.html\" data-type=\"URL\" data-id=\"https:\/\/biol.ethz.ch\/en\/news-and-events\/d-biol-news\/2022\/09\/artificial-intelligence-improves-drug-testing-in-patient-samples-for-personalised-medicine.html\" target=\"_blank\">ETH D-BIOL news<\/a>.<\/p>\n\n\n\n<p>Additional resources to the paper are <a href=\"https:\/\/www.snijderlab.org\/deep_morphology_learning\/\" data-type=\"URL\" data-id=\"https:\/\/www.snijderlab.org\/deep_morphology_learning\/\">provided here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tim&#8217;s study on using deep learning to improve our pharmacoscopy workflows made it to the cover of Blood Cancer Discovery! Remarkably, we find a strategy for the weakly-supervised label-free detection of healthy and malignant cells in our image-based ex vivo drug screens (pharmacoscopy) leads to better treatment predictions! We call the approach Deep Morphology Learning.&hellip; <a class=\"more-link\" href=\"https:\/\/www.snijderlab.org\/news\/2022\/11\/02\/deep-morphology-learning\/\">Continue reading <span class=\"screen-reader-text\">Deep Morphology Learning<\/span> <span class=\"meta-nav\" aria-hidden=\"true\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,5],"tags":[],"class_list":["post-382","post","type-post","status-publish","format-standard","hentry","category-news","category-publications"],"_links":{"self":[{"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/posts\/382","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/comments?post=382"}],"version-history":[{"count":2,"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/posts\/382\/revisions"}],"predecessor-version":[{"id":385,"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/posts\/382\/revisions\/385"}],"wp:attachment":[{"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/media?parent=382"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/categories?post=382"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.snijderlab.org\/news\/wp-json\/wp\/v2\/tags?post=382"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}