{"id":737394,"date":"2022-10-10T11:54:17","date_gmt":"2022-10-10T15:54:17","guid":{"rendered":"http:\/\/spaceweekly.com\/?p=737394"},"modified":"2022-10-10T11:54:17","modified_gmt":"2022-10-10T15:54:17","slug":"common-approach-to-demystify-black-box-ai-not-ready-for-prime-time","status":"publish","type":"post","link":"https:\/\/spaceweekly.com\/?p=737394","title":{"rendered":"Common approach to demystify black box AI not ready for prime time"},"content":{"rendered":"<p>Clinical AI tools hold the promise to transform the practice of medicine, but lack of transparency in some tools is an ongoing challenge. One way to demystify black-box AI reasoning is the use of heat maps that &#8216;explain&#8217; how an AI tool made a diagnosis based on a specific clinical image. A new study suggests that heat maps underperform human clinicians, are not ready for prime time and should be refined before wider adoption in clinical practice.&#013;<br \/>\n&#013;<br \/>\n&#013;<br \/>\n Click here for original story, <a href=\"https:\/\/www.sciencedaily.com\/releases\/2022\/10\/221010115417.htm\" target=\"_blank\" rel=\"nofollow noopener\">Common approach to demystify black box AI not ready for prime time<\/a>&#013;<br \/>\n&#013;<br \/>\n&#013;<br \/>\nSource: ScienceDaily&#013;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Clinical AI tools hold the promise to transform the practice of medicine, but lack of transparency in some tools is an ongoing challenge. One way to demystify black-box AI reasoning&hellip; <\/p>\n","protected":false},"author":1,"featured_media":615444,"comment_status":"false","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-737394","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genaero"],"_links":{"self":[{"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/737394","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"}],"author":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=737394"}],"version-history":[{"count":0,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=\/wp\/v2\/posts\/737394\/revisions"}],"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=737394"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=737394"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/spaceweekly.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=737394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}