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

Objective and early identification of hospitalized patients, and particularly those with novel coronavirus disease 2019 (COVID-19), who may require mechanical ventilation (MV) may aid in delivering timely treatment. Can a transparent deep learning (DL) model predict the need for MV in hospitalized p...

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