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

Nghia H Nguyen,Sagar Patel, Jason Gabunilas,Alexander S Qian, Alan Cecil,Vipul Jairath,William J Sandborn,Lucila Ohno-Machado,Peter L Chen,Siddharth Singh

Clinical and translational gastroenterology（2022）

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摘要

In hospitalized patients with IBD, simplified tree-based machine learning algorithms using administrative claims data can accurately predict patients at risk of progressing to HNHC.

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