Replicating prediction algorithms for hospitalization and corticosteroid use in patients with inflammatory bowel disease.

Replicating prediction algorithms for hospitalization and corticosteroid use in patients with inflammatory bowel disease.

<h4>Introduction</h4>Previous work had shown that machine learning models can predict inflammatory bowel disease (IBD)-related hospitalizations and outpatient corticosteroid use based on patient demographic and laboratory data in a cohort of United States Veterans. This study aimed to re...

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Bibliographic Details
Main Authors: Ryan W Gan, Diana Sun, Amanda R Tatro, Shirley Cohen-Mekelburg, Wyndy L Wiitala, Ji Zhu, Akbar K Waljee
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0257520

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