Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records.
Hua ZhengIlya O. RyzhovWei XieJudy ZhongPublished in: CoRR (2020)
Keyphrases
- electronic health records
- clinical data
- clinical trials
- health care providers
- medical records
- reinforcement learning
- medical data
- health care
- health records
- chronic disease
- healthcare providers
- patient care
- health data
- health related
- patient data
- statistical analysis
- health information technology
- electronic medical record
- information management
- raw data
- high risk
- medical knowledge
- management system
- database
- machine learning
- information systems
- diabetic patients
- information overload
- x ray
- information extraction
- health information
- clinical decision support
- privacy preserving
- knowledge discovery
- continuous monitoring
- data analysis
- decision making
- domain experts
- blood glucose
- sensitive information