Research | Clinical Data Science | Mount Sinai

Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 Patients

Jun 1, 2020 | Research

The paper below was published in the Journal of Clinical Medicine. 2020, 9(6), 1668; Cheng F-Y, Joshi H, Tandon P, Freeman R, Reich DL, Mazumdar M, Kohli-Seth R, Levin MA, Timsina P, Kia A. Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19...

Using Electronic Health Records to Enhance Predictions of Fall Risk in Inpatient Settings

Apr 20, 2020 | Research

Using Electronic Health Records to Enhance Predictions of Fall Risk in Inpatient Settings (research paper) NOTE: The research paper below was published in The Joint Commission Journal on Quality and Patient Safety, Volume 46, pages 199-206. Gil Moskowitz,...

MEWS++: Enhancing the Prediction of Clinical Deterioration in Admitted Patients through a Machine Learning Model

Jan 27, 2020 | Projects, Research

The research paper below was published in Journal of Clinical Medicine. 2020; 9(2):343. Kia A, Timsina P, Joshi HN, Klang E, Gupta RR, Freeman RM, Reich DL, Tomlinson MS, Dudley JT, Kohli-Seth R, Mazumdar M, Levin MA. MEWS++: Enhancing the Prediction of Clinical...

Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 Patients

Using Electronic Health Records to Enhance Predictions of Fall Risk in Inpatient Settings

MEWS++: Enhancing the Prediction of Clinical Deterioration in Admitted Patients through a Machine Learning Model

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