{"version":"1.0","provider_name":"Institute for Data Science","provider_url":"https:\/\/carleton.ca\/cuids","author_name":"cuthemeedtr5","author_url":"https:\/\/carleton.ca\/cuids\/author\/cuthemeedtr5\/","title":"Infusing Surgical Data Science with Domain Knowledge to Improve Patient Outcomes - Institute for Data Science","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"F24PdMTK2A\"><a href=\"https:\/\/carleton.ca\/cuids\/event\/matthewholden\/\">Infusing Surgical Data Science with Domain Knowledge to Improve Patient Outcomes<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/carleton.ca\/cuids\/event\/matthewholden\/embed\/#?secret=F24PdMTK2A\" width=\"600\" height=\"338\" title=\"&#8220;Infusing Surgical Data Science with Domain Knowledge to Improve Patient Outcomes&#8221; &#8212; Institute for Data Science\" data-secret=\"F24PdMTK2A\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/carleton.ca\/cuids\/wp-includes\/js\/wp-embed.min.js\n\/* ]]> *\/\n<\/script>\n","description":"Abstract: Globally, there is demand for improved outcomes in surgery. With the incorporation of advanced sensors into the operating room, data science provides an avenue to improve outcomes. The diversity in disease, patients, and surgical techniques requires robust methods that are grounded in domain knowledge. In this talk, I present formulations for incorporating domain knowledge [&hellip;]"}