An Interpretable Model-Based Prediction of Severity and Crucial Factors in Patients with COVID-19

An Interpretable Model-Based Prediction of Severity and Crucial Factors in Patients with COVID-19

This study established an interpretable machine learning model to predict the severity of coronavirus disease 2019 (COVID-19) and output the most crucial deterioration factors. Clinical information, laboratory tests, and chest computed tomography (CT) scans at admission were collected. Two experienc...

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Bibliographic Details
Main Authors: Bowen Zheng, Yong Cai, Fengxia Zeng, Min Lin, Jun Zheng, Weiguo Chen, Genggeng Qin, Yi Guo
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2021/8840835

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