{"id":1173,"date":"2017-03-08T15:13:34","date_gmt":"2017-03-08T20:13:34","guid":{"rendered":"http:\/\/mlmed.org\/w\/?p=1173"},"modified":"2020-07-18T15:39:33","modified_gmt":"2020-07-18T19:39:33","slug":"count-ception-heterogeneous-cell-counting","status":"publish","type":"post","link":"https:\/\/mlmed.org\/w\/count-ception-heterogeneous-cell-counting\/","title":{"rendered":"Count-ception: Heterogeneous cell counting"},"content":{"rendered":"<p>This work develops a method to count heterogeneous objects, such as<br \/>\ncell nuclei or sealions.  We develop a deep learning based system to<br \/>\nthat takes as input an image and returns a count of the objects inside<br \/>\nand justification for the prediction in the form of weak localization.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This work develops a method to count heterogeneous objects, such as cell nuclei or sealions. We develop a deep learning based system to that takes as input an image and returns a count of the objects inside and justification for the prediction in the form of weak localization.<\/p>\n","protected":false},"author":1,"featured_media":1203,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[19,17],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/posts\/1173"}],"collection":[{"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/comments?post=1173"}],"version-history":[{"count":3,"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/posts\/1173\/revisions"}],"predecessor-version":[{"id":1439,"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/posts\/1173\/revisions\/1439"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/media\/1203"}],"wp:attachment":[{"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/media?parent=1173"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/categories?post=1173"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mlmed.org\/w\/wp-json\/wp\/v2\/tags?post=1173"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}