An explainable CNN approach for medical codes prediction from clinical text.
Shuyuan HuFei TengLufei HuangJun YanHaibo ZhangPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- medical domain
- medical treatment
- medical diagnostic
- medical experts
- medical data
- text mining
- patient records
- medical students
- prediction accuracy
- clinical decision support
- disease diagnosis
- medical records
- medical knowledge
- medical decision making
- cellular neural networks
- diagnostic process
- free text
- text documents
- medical information
- cancer treatment
- diagnostic imaging
- medical databases
- clinical practice
- medical diagnosis
- clinical data
- diabetic patients
- bladder cancer
- clinical decision making
- prediction model
- error correction
- medical staff
- primary care
- health information systems
- critical care
- medical doctors
- cardiovascular disease
- patient care
- intensive care
- clinical guidelines
- evidence based medicine
- convolutional neural network
- clinical information
- electronic medical record
- discharge summaries
- rule interestingness measures
- neural network