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

Internet

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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