An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

Abstract During the coronavirus disease 2019 (COVID-19) pandemic, rapid and accurate triage of patients at the emergency department is critical to inform decision-making. We propose a data-driven approach for automatic prediction of deterioration risk using a deep neural network that learns from che...

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Bibliographic Details
Main Authors: Farah E. Shamout, Yiqiu Shen, Nan Wu, Aakash Kaku, Jungkyu Park, Taro Makino, Stanisław Jastrzębski, Jan Witowski, Duo Wang, Ben Zhang, Siddhant Dogra, Meng Cao, Narges Razavian, David Kudlowitz, Lea Azour, William Moore, Yvonne W. Lui, Yindalon Aphinyanaphongs, Carlos Fernandez-Granda, Krzysztof J. Geras
Format: Article
Language:English
Published: Nature Publishing Group 2021-05-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-021-00453-0

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