Development and validation of a machine learning model to predict mortality risk in patients with COVID-19

Methods We developed a prediction model to predict patients at risk for mortality using only laboratory, vital and demographic information readily available in the electronic health record on more than 3395 hospital admissions with COVID-19. Multiple methods were applied, and final model was selecte...

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Bibliographic Details
Main Authors: Fritz Francois, Michael Phillips, Anna Stachel, Kwesi Daniel, Dan Ding, Jennifer Lighter
Format: Article
Language:English
Published: BMJ Publishing Group 2021-07-01
Series:BMJ Health & Care Informatics
Online Access:https://informatics.bmj.com/content/28/1/e100235.full