Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV.
Nicholas I-Hsien KuoFederico GarciaAnders SönnerborgMichael BöhmRolf KaiserMaurizio ZazziMark N. PolizzottoLouisa JormSebastiano BarbieriPublished in: J. Biomed. Informatics (2023)
Keyphrases
- clinical data
- human immunodeficiency virus
- medical data
- class imbalanced
- drug resistance
- patient data
- acute myocardial infarction
- raw data
- statistical analysis
- clinical information
- domain experts
- mr images
- knowledge discovery
- databases
- hiv protease
- knowledge representation
- data model
- bayesian networks
- machine learning