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

• Những tác giả chính: Jili Li (Tác giả), Siru Liu (Tác giả), Yundi Hu (Tác giả), Lingfeng Zhu (Tác giả), Yujia Mao (Tác giả), Jialin Liu (Tác giả)
• Định dạng: Sách
• Được phát hành: JMIR Publications, 2022-08-01T00:00:00Z.
• Những chủ đề: article
• Truy cập trực tuyến: 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...