Explainable Prediction of Medical Codes from Clinical Text.
James MullenbachSarah WiegreffeJon DukeJimeng SunJacob EisensteinPublished in: NAACL-HLT (2018)
Keyphrases
- medical domain
- medical data
- medical experts
- medical diagnostic
- medical records
- patient records
- free text
- diagnostic imaging
- medical treatment
- prediction accuracy
- therapy planning
- medical decision making
- medical information
- keywords
- medical knowledge
- diagnostic process
- medical students
- disease diagnosis
- clinical decision support
- critical care
- electronic patient record
- medical staff
- text mining
- text retrieval
- database
- medical databases
- information retrieval
- medical education
- clinical decision support systems
- error correction
- clinical practice
- medical care
- patient care
- proceedings of the th international conference
- text documents
- rule interestingness measures
- medical diagnosis
- diabetic patients
- primary care
- evidence based medicine
- umls metathesaurus
- ischemic stroke
- health information systems
- clinical information
- medical doctors
- patient data
- heart disease
- prediction model
- clinical trials