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.
Yanqun HuangZhimin ZhengMoxuan MaXin XinHonglei LiuXiaolu FeiLan WeiHui ChenPublished in: Journal of medical Internet research (2022)
The introduction of feature associations and feature importance facilitated an effective patient representation and contributed to prediction performance improvement and model interpretation.