Development and Prospective Validation of a Transparent Deep Learning Algorithm for Predicting Need for Mechanical Ventilation

IMPORTANCE: Objective and early identification of hospitalized patients, and particularly those with novel coronavirus disease 2019 (COVID-19), who may require mechanical ventilation is of great importance and may aid in delivering timely treatment. OBJECTIVE: To develop, externally validate and pro...

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Detalhes bibliográficos
Publicado no:medRxiv
Main Authors: Shashikumar, Supreeth P., Wardi, Gabriel, Paul, Paulina, Carlile, Morgan, Brenner, Laura N., Hibbert, Kathryn A, North, Crystal M, Mukerji, Shibani, Robbins, Gregory, Shao, Yu-Ping, Malhotra, Atul, Westover, Brandon, Nemati, Shamim
Formato: Artigo
Idioma:Inglês
Publicado em: Cold Spring Harbor Laboratory 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7302288/
https://ncbi.nlm.nih.gov/pubmed/32577682
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1101/2020.05.30.20118109
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