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Development and validation of a machine learning-based prediction model for near-term in-hospital mortality among patients with COVID-19.

Prathamesh ParchureHimanshu N JoshiKavita DharmarajanRobert M FreemanDavid L ReichMadhu MazumdarPrem TimsinaArash Kia
Published in: BMJ supportive & palliative care (2020)
Our ML-based approach can be used to analyse electronic health record data and reliably predict near-term mortality prediction. Using such a model in hospitals could help improve care, thereby better aligning clinical decisions with prognosis in critically ill patients with COVID-19.
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