Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality.
Hyun Gi LeeEvan SholleAshley BeecySubhi Al'ArefYifan PengPublished in: NAACL-HLT (2021)
Keyphrases
- heart failure
- survival analysis
- prognostic models
- intensive care
- health care
- heart disease
- clinical data
- regression model
- breast cancer
- medical data
- patient data
- chronic disease
- data mining methods
- medical images
- data mining
- evolutionary computing
- machine learning
- logistic regression
- survival data
- medical records
- medical diagnosis
- decision support
- intensive care unit
- information systems
- predictive modeling
- data mining techniques
- decision support system
- risk factors
- normal subjects