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Simplified Machine Learning Models Can Accurately Identify High-Need High-Cost Patients With Inflammatory Bowel Disease

INTRODUCTION: Hospitalization is the primary driver of inflammatory bowel disease (IBD)-related healthcare costs and morbidity. Traditional prediction models have poor performance at identifying patients at highest risk of unplanned healthcare utilization. Identification of patients who are high-nee...

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Detalles Bibliográficos
Autores principales:	Nguyen, Nghia H., Patel, Sagar, Gabunilas, Jason, Qian, Alexander S., Cecil, Alan, Jairath, Vipul, Sandborn, William J., Ohno-Machado, Lucila, Chen, Peter L., Singh, Siddharth
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Wolters Kluwer 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476830/ https://www.ncbi.nlm.nih.gov/pubmed/35905414 http://dx.doi.org/10.14309/ctg.0000000000000507

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