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Building a Time-Series Model to Predict Hospitalization Risks in Home Health Care: Insights into Development, Accuracy, and Fairness.

Maxim Topaz,Anahita Davoudi,Lauren Evans,Sridevi Sridharan,Jiyoun Song,Sena Chae,Yolanda Barron,Mollie Hobensack,Danielle Scharp,Kenrick Cato,Sarah Collins Rossetti, Piotr Kapela,Zidu Xu, Pallavi Gupta, Zhihong Zhang,Margaret V. Mcdonald,Kathryn H. Bowles

JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION（2025）

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Key words
Home health care service,risk prediction,natural language processing,model fairness
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