Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study

• Main Authors: Yanqun Huang (Author), Zhimin Zheng (Author), Moxuan Ma (Author), Xin Xin (Author), Honglei Liu (Author), Xiaolu Fei (Author), Lan Wei (Author), Hui Chen (Author)
• Format: Book
• Published: JMIR Publications, 2022-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundThe widespread secondary use of electronic medical records (EMRs) promotes health care quality improvement. Representation learning that can automatically extract hidden information from EMR data has gained increasing attention. ObjectiveWe aimed to propose a patient representation with mo...