Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning.
Mengqi JinMohammad Taha BahadoriAaron ColakParminder BhatiaBusra CelikkayaRam BhaktaSelvan SenthivelMohammed KhaliliaDaniel NavarroBorui ZhangTiberiu DomanArun RaviMatthieu LigerTaha A. Kass-HoutPublished in: CoRR (2018)
Keyphrases
- patient records
- named entities
- information extraction
- learning process
- co occurrence
- learning algorithm
- global context
- named entity recognition
- unsupervised learning
- maximum likelihood
- natural language processing
- databases
- supervised learning
- question answering
- reinforcement learning
- decision trees
- relation extraction
- artificial intelligence
- named entity extraction