Machine learning based predictors for COVID-19 disease severity

Machine learning based predictors for COVID-19 disease severity

Abstract Predictors of the need for intensive care and mechanical ventilation can help healthcare systems in planning for surge capacity for COVID-19. We used socio-demographic data, clinical data, and blood panel profile data at the time of initial presentation to develop machine learning algorithm...

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Bibliographic Details
Main Authors: Dhruv Patel, Vikram Kher, Bhushan Desai, Xiaomeng Lei, Steven Cen, Neha Nanda, Ali Gholamrezanezhad, Vinay Duddalwar, Bino Varghese, Assad A Oberai
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-83967-7

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https://doi.org/10.1038/s41598-021-83967-7

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