Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction.
Shaika ChowdhuryYongbin ChenPengyang LiSivaraman RajaganapathyAndrew WenXiao MaQiying DaiYue YuSunyang FuXiaoqian JiangZhe HeSunghwan SohnXiaoke LiuSuzette J. BielinskiAlanna M. ChamberlainJames R. CerhanNansu ZongPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- heart failure
- electronic health records
- health care
- clinical data
- clinical trials
- health data
- normal subjects
- clinical decision support systems
- medical records
- heart disease
- medical data
- chronic disease
- health records
- patient data
- raw data
- patient care
- knowledge discovery
- statistical analysis
- clinical practice
- decision support system
- information systems
- experimental design
- domain knowledge