{"id":12144,"date":"2018-01-01T00:00:00","date_gmt":"2018-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2018\/temporal-segmentation-of-surgical-suturing\/"},"modified":"2018-01-01T00:00:00","modified_gmt":"2018-01-01T08:00:00","slug":"temporal-segmentation-of-surgical-suturing","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2018\/temporal-segmentation-of-surgical-suturing\/","title":{"rendered":"Temporal Segmentation of Surgical Suturing"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Intuitive Surgical<\/span> <span class=\"project-dept-year\">Computer Science, 2017-18<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Anthony Jarc,  Liheng Guo<br \/>\n<strong>Advisor(s):<\/strong> Colleen Lewis<br \/>\n<strong>Students(s):<\/strong> Juliet Forman,  Varsha Kishore (PM),  Jane Wu,  Hyobin You,  Angela Zhao<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Intuitive Surgical specializes in minimally invasive robot-assisted surgery and they developed the da Vinci surgical system. The objective of our project is to analyze the motion of surgical instruments controlled by surgeons and video recording of surgeries by developing computational models that automatically recognize suturing activities during robot-assisted surgery. Our approach comprises machine learning and neural network architectures. These computational models could then be used to generate advanced analytics such as surgeon performance reports.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Intuitive Surgical Computer Science, 2017-18 Liaison(s): Anthony Jarc, Liheng Guo Advisor(s): Colleen Lewis Students(s): Juliet Forman, Varsha Kishore (PM), Jane [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[172],"class_list":["post-12144","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-intuitive-surgical"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12144"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12144\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}