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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Autores principales: Ryan W Gan, Diana Sun, Amanda R Tatro, Shirley Cohen-Mekelburg, Wyndy L Wiitala, Ji Zhu, Akbar K Waljee
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/8a3c6b4a2c1f4064b127a5e3d11dc3e5
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