Interpretable Disease Prediction from Clinical Text by Leveraging Pattern Disentanglement.
Malikeh EhghaghiPei-Yuan ZhouWendy Yusi ChengSahar RajabiChih-Hao KuoEn-Shiun Annie LeePublished in: BHI (2023)
Keyphrases
- disease diagnosis
- bladder cancer
- prediction accuracy
- clinically relevant
- information retrieval
- clinical applications
- pattern matching
- medical doctors
- outcome prediction
- diagnostic process
- free text
- approximate pattern matching
- disease progression
- prediction model
- text mining
- multiple sclerosis
- outbreak detection
- clinical studies
- clinical practice
- database
- patient data
- text retrieval
- breast cancer
- medical records
- medical practice
- text documents
- physiological processes
- cardiovascular disease
- clinical trials
- clinical data
- prediction error
- pattern discovery
- keywords
- neural network