Marble: high-throughput phenotyping from electronic health records via sparse nonnegative tensor factorization.
Joyce C. HoJoydeep GhoshJimeng SunPublished in: KDD (2014)
Keyphrases
- tensor factorization
- high throughput
- electronic health records
- matrix factorization
- negative matrix factorization
- microarray
- clinical data
- collaborative filtering
- health care
- nonnegative matrix factorization
- clinical trials
- data acquisition
- singular value decomposition
- medical data
- tag recommendation
- gaussian processes
- recommender systems
- medical records
- information overload
- linear algebra
- data sets
- model selection
- least squares
- health information
- information retrieval
- machine learning