AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records

BackgroundRisk scores can be useful in clinical risk stratification and accurate allocations of medical resources, helping health providers improve patient care. Point-based scores are more understandable and explainable than other complex models and are now widely used in cl...

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Bibliographic Details
Main Authors: Xie, Feng, Chakraborty, Bibhas, Ong, Marcus Eng Hock, Goldstein, Benjamin Alan, Liu, Nan
Format: Article
Language:English
Published: JMIR Publications 2020-10-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2020/10/e21798/