Disease phenotyping using deep learning: A diabetes case study.
Sina RashidianJanos G. HajagosRichard A. MoffittFusheng WangXinyu DongKayley Abell-HartKimberly NoelRajarsi R. GuptaMathew TharakanVeena LingamJoel H. SaltzMary M. SaltzPublished in: CoRR (2018)
Keyphrases
- deep learning
- case study
- diabetic patients
- cardiovascular disease
- chronic disease
- unsupervised learning
- health care
- unsupervised feature learning
- machine learning
- mental models
- weakly supervised
- data sets
- restricted boltzmann machine
- deep architectures
- real world
- principal component analysis
- pattern recognition
- reinforcement learning