This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.
Betty van AkenJens-Michalis PapaioannouMarcel Ganesh NaikGeorgios EleftheriadisWolfgang NejdlFelix A. GersAlexander LöserPublished in: AACL/IJCNLP (1) (2022)
Keyphrases
- patient data
- medical treatment
- primary care
- therapy planning
- heart disease
- critical care
- medical doctors
- clinical data
- clinical practice
- medical records
- clinical trials
- cardiovascular disease
- clinical setting
- clinical information
- medical knowledge
- medical staff
- medical experts
- real patient data
- video endoscopy
- intensive care
- medical data
- health care
- medical practitioners
- medical diagnosis
- medical practice
- free text
- maxillofacial surgery
- medical center
- treatment planning
- patient records
- medical care
- clinically relevant
- care delivery
- decision support system
- disease diagnosis
- intensive care unit
- disease progression
- early diagnosis
- patient care
- diagnostic process
- clinical studies
- home care
- medical decision making
- social networks
- operating room
- clinical decision support systems