Longitudinal deep learning clustering of Type 2 Diabetes Mellitus trajectories using routinely collected health records.
Enrico ManziniBogdan VlachoJosep Franch-NadalJoan EscuderoAna GénovaElisenda ReixachErik AndrésIsrael PizarroJosé-Luis PorteroDídac MauricioAlexandre Perera-LlunaPublished in: J. Biomed. Informatics (2022)
Keyphrases
- deep learning
- diabetes mellitus
- unsupervised learning
- health records
- machine learning
- clustering algorithm
- k means
- mental models
- artificial intelligence
- risk factors
- model selection
- text classification
- medical data
- dimensionality reduction
- semi supervised
- weakly supervised
- medical records
- data points
- domain knowledge
- expert systems