Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping.
Jette HendersonJoyce C. HoAbel N. KhoJoshua C. DennyBradley A. MalinJimeng SunJoydeep GhoshPublished in: ICHI (2017)
Keyphrases
- tensor factorization
- electronic health records
- matrix factorization
- negative matrix factorization
- collaborative filtering
- tensor decomposition
- clinical data
- gaussian processes
- tag recommendation
- singular value decomposition
- clinical trials
- health care
- medical records
- medical data
- linear algebra
- nonnegative matrix factorization
- probabilistic latent semantic analysis
- social networks
- kl divergence
- search engine
- factorization method
- recommender systems
- metadata
- data sets
- knowledge base
- principal component analysis
- information extraction