Development and Validation of an Explainable Deep Learning Model to Predict In-Hospital Mortality for Patients With Acute Myocardial Infarction: Algorithm Development and Validation Study

• Main Authors: Puguang Xie (Author), Hao Wang (Author), Jun Xiao (Author), Fan Xu (Author), Jingyang Liu (Author), Zihang Chen (Author), Weijie Zhao (Author), Siyu Hou (Author), Dongdong Wu (Author), Yu Ma (Author), Jingjing Xiao (Author)
• Format: Book
• Published: JMIR Publications, 2024-05-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundAcute myocardial infarction (AMI) is one of the most severe cardiovascular diseases and is associated with a high risk of in-hospital mortality. However, the current deep learning models for in-hospital mortality prediction lack interpretability. ObjectiveThis study aims to establish an ex...