Developing deep learning-based strategies to predict the risk of hepatocellular carcinoma among patients with nonalcoholic fatty liver disease from electronic health records.
Zhao LiLan LanYujia ZhouRuoxing LiKenneth D. ChavinHua XuLiang LiDavid J. H. ShihW. Jim ZhengPublished in: J. Biomed. Informatics (2024)
Keyphrases
- liver disease
- clinical data
- electronic health records
- deep learning
- patient data
- medical data
- unsupervised learning
- risk factors
- statistical analysis
- raw data
- machine learning
- knowledge discovery
- health records
- medical treatment
- mental models
- domain experts
- clinical trials
- data sources
- risk management
- databases
- weakly supervised
- risk assessment
- expert systems
- decision making
- feature selection
- feature extraction
- medical records
- information systems
- data sets
- mr images
- medical images