{"id":478847,"date":"2018-05-24T07:50:09","date_gmt":"2018-05-24T11:50:09","guid":{"rendered":"http:\/\/spaceweekly.com\/?guid=6b1c75d1dc146ccbdcf4de629c15858e"},"modified":"2018-05-24T07:50:09","modified_gmt":"2018-05-24T11:50:09","slug":"using-deep-neural-network-acceleration-for-image-analysis-in-drug-discovery","status":"publish","type":"post","link":"https:\/\/spaceweekly.com\/?p=478847","title":{"rendered":"Using deep neural network acceleration for image analysis in drug discovery"},"content":{"rendered":"<p>High content screening of cellular phenotypes is a fundamental tool supporting early drug discovery. The term &#8220;high content&#8221; signifies the rich set of thousands of predefined features (such as size, shape, texture) that are extracted from images using classical image-processing techniques. High content screening allows analysis of microscopic images to study the effects of thousands of genetic or chemical treatments on different cell cultures.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>High content screening of cellular phenotypes is a fundamental tool supporting early drug discovery. The term &#8220;high content&#8221; signifies the rich set of thousands of predefined features (such as size, shape, texture) that are extracted from images using &#8230;<\/p>\n","protected":false},"author":0,"featured_media":615444,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-478847","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/478847","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=478847"}],"version-history":[{"count":1,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/478847\/revisions"}],"predecessor-version":[{"id":478848,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/478847\/revisions\/478848"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/media\/615444"}],"wp:attachment":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=478847"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=478847"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=478847"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}