{"652253":{"#nid":"652253","#data":{"type":"external_news","title":"Ensemble-based machine learning algorithms accurately predict the response of cancer drugs","body":[{"value":"\u003Cp\u003EA team of Georgia Tech researchers led by \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/john-mcdonald\u0022\u003EJohn F. McDonald\u003C\/a\u003E, professor in the \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E, and colleagues from\u0026nbsp;the \u003Ca href=\u0022https:\/\/ovariancancerinstitute.org\u0022\u003EOvarian Cancer Institute \u003C\/a\u003Eare using ensemble-based machine learning algorithms to predict with high accuracy how patients will respond to cancer-fighting drugs. The results of their recent research\u0026nbsp;were published in the \u003Ca href=\u0022https:\/\/escires.com\/articles\/JOR-4-111.pdf\u0022\u003EJournal of Oncology Research\u003C\/a\u003E.\u0026nbsp;The researchers found an overall predictive accuracy of 91%. (This research was also covered in \u003Ca href=\u0022https:\/\/www.news-medical.net\/news\/20211027\/Ensemble-based-machine-learning-algorithms-accurately-predict-anti-cancer-drug-responses.aspx\u0022\u003ENews-Medical.net\u003C\/a\u003E.)\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":"","uid":"34434","created_gmt":"2021-10-29 19:35:24","changed_gmt":"2021-10-29 19:35:24","author":"Renay San Miguel","boilerplate_text":"","field_publication":"","field_article_url":"","publication_url":"https:\/\/newsbeezer.com\/singapore\/ensemble-based-machine-learning-algorithms-accurately-predict-the-response-of-cancer-drugs\/","dateline":{"date":"2021-10-28T00:00:00-04:00","iso_date":"2021-10-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"140","name":"Cancer Research"}],"keywords":[{"id":"4896","name":"College of Sciences"},{"id":"166882","name":"School of Biological Sciences"},{"id":"188855","name":"John F. McDonald"},{"id":"9167","name":"machine learning"},{"id":"280","name":"Cancer research"},{"id":"176381","name":"cancer drugs"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}