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Predicting Outcomes in Patients Undergoing Pancreatectomy Using Wearable Technology and Machine Learning: Prospective Cohort Study.

Heidy CosDingwen LiGregory A WilliamsJeffrey ChininisRuixuan DaiJingwen ZhangRohit SrivastavaLacey RaperDominic SanfordWilliam G HawkinsChenyang LuChet W Hammill
Published in: Journal of medical Internet research (2021)
Machine learning models outperformed ACS-NSQIP SRC estimates in predicting textbook outcomes after pancreatectomy. The highest performance was observed when machine learning models incorporated patient clinical characteristics and activity metrics.
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