This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.
Betty van AkenJens-Michalis PapaioannouMarcel G. NaikGeorgios EleftheriadisWolfgang NejdlFelix A. GersAlexander LöserPublished in: CoRR (2022)
Keyphrases
- patient data
- medical treatment
- primary care
- heart disease
- therapy planning
- medical doctors
- clinical data
- clinical practice
- critical care
- clinical information
- medical records
- medical knowledge
- medical data
- clinical trials
- medical experts
- clinical setting
- real patient data
- health care
- video endoscopy
- cardiovascular disease
- maxillofacial surgery
- patient records
- acute myocardial infarction
- free text
- intensive care
- medical decision making
- medical diagnosis
- treatment planning
- medical practice
- patient care
- medical practitioners
- medical staff
- disease progression
- clinically relevant
- medical diagnostic
- medical center
- bladder cancer
- clinical decision support
- medical domain
- electronic health records
- computer aided
- medical care
- text mining
- patient groups
- clinical guidelines
- social networks
- cancer patients
- electronic medical record