{"id":289980,"date":"2025-03-17T12:00:06","date_gmt":"2025-03-17T12:00:06","guid":{"rendered":"https:\/\/www.transcend.org\/tms\/?p=289980"},"modified":"2025-03-15T05:09:17","modified_gmt":"2025-03-15T05:09:17","slug":"artificial-intelligence-explained-for-nonexperts","status":"publish","type":"post","link":"https:\/\/www.transcend.org\/tms\/2025\/03\/artificial-intelligence-explained-for-nonexperts\/","title":{"rendered":"Artificial Intelligence Explained for Nonexperts"},"content":{"rendered":"<p><strong>Abstract<\/strong><\/p>\n<p>Artificial intelligence (AI) has made stunning progress in the last decade, made possible largely due to the advances in training deep neural networks with large data sets. Many of these solutions, initially developed for natural images, speech, or text, are now becoming successful in medical\u00a0imaging. In this paper we briefly summarize in an accessible way the current state of the field of AI. Furthermore, we highlight the most promising approaches and describe the current challenges that will need to be solved to enable broad deployment of AI in clinical practice.<\/p>\n<p><strong>Artificial Intelligence and Machine Learning<\/strong><\/p>\n<p>Artificial intelligence (AI) is a broad field that investigates constructing computer programs that exhibit some form of intelligent behavior. Examples of such behavior include playing board games, recognizing speech, identifying objects in images, understanding relations between entities in text, or translating text between two languages. Machinelearning1\u20133 is currently a dominant approach to AI, based on the principle of learning from data. This principle can be contrasted with attempting to write a program explicitly to achieve a specific task, which was the focus of many early attempts at creating AI.<\/p>\n<p style=\"text-align: center;\"><strong>TO READ FULL PAPER DOWNLOAD PDF. FILE:<\/strong><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.transcend.org\/tms\/wp-content\/uploads\/2025\/03\/Artificial-Intelligence-Explained-for-Nonexperts.pdf\" >Artificial Intelligence Explained for Nonexperts<\/a><\/p>\n<p>______________________________________________<\/p>\n<p style=\"padding-left: 40px;\"><em>Narges Razavian, Ph.D. &#8211; Department of Radiology and Population Health, NYU Langone Health and NYU Center for Data Science, New York, New York<\/em><\/p>\n<p style=\"padding-left: 40px;\"><em>Florian Knoll, Ph.D. &#8211; Department of Radiology, NYU Langone Health, New York, New York<\/em><\/p>\n<p style=\"padding-left: 40px;\"><em>Krzysztof J. Geras, Ph.D. &#8211; Department of Radiology, NYU Langone Health and NYU Center for Data Science, New York<\/em><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><strong><em>FEATURED RESEARCH PAPER<\/em> STAYS POSTED FOR 2 WEEKS BEFORE BEING ARCHIVED<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this paper we briefly summarize in an accessible way the current state of the field of AI. Furthermore, we highlight the most promising approaches and describe the current challenges that will need to be solved to enable broad deployment of AI in clinical practice.<\/p>\n","protected":false},"author":4,"featured_media":240236,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[241],"tags":[1733],"class_list":["post-289980","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-paper-of-the-week","tag-artificial-intelligence-ai"],"_links":{"self":[{"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/posts\/289980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/comments?post=289980"}],"version-history":[{"count":1,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/posts\/289980\/revisions"}],"predecessor-version":[{"id":289984,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/posts\/289980\/revisions\/289984"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/media\/240236"}],"wp:attachment":[{"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/media?parent=289980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/categories?post=289980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.transcend.org\/tms\/wp-json\/wp\/v2\/tags?post=289980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}