Predicting opioid overdose risk of patients with opioid prescriptions using electronic health records based on temporal deep learning.
Xinyu DongJianyuan DengWei HouSina RashidianRichard N. RosenthalMary M. SaltzJoel H. SaltzFusheng WangPublished in: J. Biomed. Informatics (2021)
Keyphrases
- deep learning
- electronic health records
- clinical data
- clinical trials
- health records
- medical records
- medical data
- health data
- unsupervised learning
- patient care
- patient data
- machine learning
- temporal databases
- health care
- statistical analysis
- free text
- knowledge discovery
- medical images
- weakly supervised
- mental models
- experimental design
- decision support system
- raw data
- high dimensional
- information overload
- text classification
- domain specific
- natural language processing
- management system
- decision making
- database