Explainable Prediction of Medical Codes from Clinical Text.
James MullenbachSarah WiegreffeJon DukeJimeng SunJacob EisensteinPublished in: CoRR (2018)
Keyphrases
- medical domain
- patient records
- free text
- medical treatment
- medical records
- medical experts
- medical diagnostic
- medical data
- prediction accuracy
- diagnostic imaging
- medical education
- therapy planning
- clinical practice
- prediction model
- disease diagnosis
- text mining
- medical students
- health information systems
- medical decision making
- medical databases
- keywords
- clinical decision making
- error correction
- medical diagnosis
- medical staff
- bladder cancer
- diagnostic process
- information retrieval
- evidence based medicine
- clinical decision support
- database
- clinical guidelines
- medical imaging
- medical knowledge
- clinical decision support systems
- text documents
- text retrieval
- primary care
- prediction error
- clinical information
- medical information
- patient care
- clinical trials
- cancer treatment
- patient data
- diabetic patients
- electronic health records
- medical care
- medical images
- rule interestingness measures
- clinical data
- medical literature
- heart disease
- health care
- national health