Comparison of Machine Learning Algorithms for Predicting Hospital Readmissions and Worsening Heart Failure Events in Patients With Heart Failure With Reduced Ejection Fraction: Modeling Study

By sjmartinez • April 18, 2023

Ru B, Tan X, Liu Y, Kannapur K, Ramanan D, Kessler G, Lautsch D, Fonarow G. Comparison of Machine Learning Algorithms for Predicting Hospital Readmissions and Worsening Heart Failure Events in Patients With Heart Failure With Reduced Ejection Fraction: Modeling Study. JMIR Form Res. 2023 Apr 17;7:e41775. doi: 10.2196/41775. PMID: 37067873.

Tags: BERT, Bidirectional Encoder Representations From Transformers, Cardiology/Epi, clinical registry, Deep learning, heart failure, Heart failure with reduced ejection fraction, hospital readmission, machine learning, medical claims, Publications, real-world data, worsening heart failure event

David E. Haines, MD, September 1, 1954, to February 10, 2024

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