Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units.
Fernando AndreottiFrank S. HeldtBasel Abu-JamousMing LiAvelino JaverOliver CarrStojan JovanovicNadezda LipunovaBenjamin IrvingRabia T. KhanRobert DürichenPublished in: CoRR (2020)
Keyphrases
- multi task
- electronic health records
- cardiovascular disease
- multi task learning
- learning tasks
- medical diagnosis
- multi class
- clinical data
- feature selection
- clinical trials
- transfer learning
- learning problems
- medical records
- learning algorithm
- health care
- medical data
- risk factors
- text mining
- natural language processing
- information extraction
- health information
- machine learning