Predicting Mortality in Intensive Care Unit Patients With Heart Failure Using an Interpretable Machine Learning Model: Retrospective Cohort Study

• Main Authors: Jili Li (Author), Siru Liu (Author), Yundi Hu (Author), Lingfeng Zhu (Author), Yujia Mao (Author), Jialin Liu (Author)
• Format: Book
• Published: JMIR Publications, 2022-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundHeart failure (HF) is a common disease and a major public health problem. HF mortality prediction is critical for developing individualized prevention and treatment plans. However, due to their lack of interpretability, most HF mortality prediction models have not yet reached clinical prac...