Applying contrastive pre-training for depression and anxiety risk prediction in type 2 diabetes patients based on heterogeneous electronic health records: a primary healthcare case study.
Wei FengHonghan WuHui MaZhenhuan TaoMengdie XuXin ZhangShan LuCheng WanYun LiuPublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- electronic health records
- clinical data
- healthcare providers
- health information systems
- clinical trials
- case study
- high risk
- health records
- health care providers
- medical data
- medical records
- health care
- chronic disease
- patient data
- health information technology
- health data
- health information
- real world
- decision support system
- raw data
- patient care
- electronic medical record
- health related
- clinical practice
- medical practitioners
- medical images
- decision making
- risk factors
- primary care
- clinical decision support
- databases
- diabetic patients
- knowledge discovery
- clinical decision support systems
- information systems
- medical knowledge
- personal information
- risk assessment