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DTSTART;TZID=America/New_York:20190926T170000
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SUMMARY:INFORMS Seminar: Machine Learning to Address Hospital Capacity
DESCRIPTION:Want to know how to combine Machine Learning and Optimization in healthcare? Join our seminar with MIT post-doc Dr. Taghi Khaniyev on September 26th\, 5:00 – 6:00 PM at Curry 333.  To join us\, please RSVP here. \nAbstract: \nHospital congestion is caused by\, among other factors\, an imbalance of the timing of patient admissions and discharges. We implemented a real-time clinical support tool to predict next-day’s surgical patient discharges. We trained a machine learning model using 20\,745 previous patients’ recovery care paths at a Massachusetts General Hospital (MGH). Then\, with an iterative process\, we analyzed mismatches between predicted and actual discharges to identify areas for improvement in the discharge process and to enhance the accuracy of the tool. Three pilot implementations were conducted on the selected inpatient floors in collaboration with nurse directors and attending surgeons. The model achieved an average out-of-sample AUC of 0.89 and identified an estimated 128 savable bed-days during the 90-day study period. To enable timely discharges\, we also developed an optimization model which identifies a minimal list of barriers that need to be addressed to successfully transition each patient out of hospital. This list would ideally serve as an automatic draft ‘action plan’ for each patient which is of utmost importance\, especially at times of capacity crises.  
URL:https://nucoe.madebyvital.com/event/informs-seminar-machine-learning-to-address-hospital-capacity/
LOCATION:Curry Student Center\, 360 Huntington Ave.\, Boston\, MA\, 02115\, United States
ORGANIZER;CN="Institute for Operations Research and the Management Sciences (INFORMS)":MAILTO:informsnu@gmail.com
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DTSTART;TZID=America/New_York:20190925T180000
DTEND;TZID=America/New_York:20190925T193000
DTSTAMP:20190909T202008Z
CREATED:20190909T190714Z
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SUMMARY:SOURCE: Showcase of Opportunities for Undergraduate Research and Creative Endeavor
DESCRIPTION:Undergraduate research experience is a great opportunity for you to learn valuable knowledge and skills while contributing to the technology of the future. Additionally\, you may be eligible to earn academic credit\, a stipend\, or work study (if you’re eligible). \nCurious to learn more about opportunities for undergrads to do research in COE’s many cutting-edge research centers and labs?   \nAttend the SOURCE (Showcase of Opportunities for Undergraduate Research and Creative Endeavor) – Wednesday\, September 25\, 6-7:30pm\, Curry Student Center). This informal recruiting event is an opportunity for you to talk with faculty and students from 100+ on-campus labs and research centers about their current work and upcoming projects for which they are seeking undergraduate researchers. \nThis event is free for all undergraduate students. We look forward to seeing you there!
URL:https://nucoe.madebyvital.com/event/source-showcase-of-opportunities-for-undergraduate-research-and-creative-endeavor/
LOCATION:Curry Student Center\, 360 Huntington Ave.\, Boston\, MA\, 02115\, United States
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DTSTART;TZID=America/New_York:20190912T170000
DTEND;TZID=America/New_York:20190912T180000
DTSTAMP:20191114T211340Z
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SUMMARY:INFORMS 2019 Fall Kickoff Meeting
DESCRIPTION:Ever wonder how to get involved in Operation Research\, Management Science and Data Analytics? \nCome and join INFORMS kickoff meeting on September 12th\, 5:00 – 6:00 PM at Curry 333 for food\, information\, and connection. You will get to know who we are and what we are planning in the following semester. Please check our Linkedin page.
URL:https://nucoe.madebyvital.com/event/informs-2019-fall-kickoff-meeting/
LOCATION:Curry Student Center\, 360 Huntington Ave.\, Boston\, MA\, 02115\, United States
GEO:42.3394629;-71.0885286
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