Opening the black box: Personalizing type 2 diabetes patients based on their latent phenotype and temporal associated complication rules.
Leila YousefiStephen SwiftMahir ArzokyLucia SaachiLuca ChiovatoAllan TuckerPublished in: Comput. Intell. (2021)
Keyphrases
- black box
- rule extraction
- medical data
- black boxes
- white box
- high risk
- diabetes mellitus
- diabetic patients
- integration testing
- blood glucose
- temporal information
- chronic disease
- association rules
- test cases
- web search
- artificial intelligence
- gene expression
- cardiovascular disease
- learning algorithm
- case study
- clinical data
- temporal constraints
- classification rules
- health care providers
- data sets
- white box testing
- continuous monitoring
- electronic health records
- temporal reasoning
- rule sets
- computational intelligence
- neural network