Gender bias in (non)-contextual clinical word embeddings for stereotypical medical categories.
Gizem SoganciogluFabian MijstersAmar van UdenJelle PeperzakPublished in: CoRR (2022)
Keyphrases
- medical domain
- medical treatment
- medical diagnostic
- medical experts
- patient records
- diagnostic imaging
- clinical decision support
- medical knowledge
- medical data
- medical records
- medical students
- disease diagnosis
- primary care
- contextual information
- medical decision making
- medical diagnosis
- clinical practice
- clinical decision making
- clinical data
- medical education
- medical practice
- therapy planning
- critical care
- medical databases
- medical information
- patient care
- intensive care
- diabetic patients
- medical doctors
- national health
- clinical information
- diagnostic process
- medical staff
- co occurrence
- home care
- n gram
- health care
- clinical decision support systems
- rule interestingness measures
- cardiovascular disease
- patient data
- free text
- medical center
- dimensionality reduction
- health information systems
- clinical pathway
- electronic patient record
- medical practitioners
- cancer treatment
- evidence based medicine
- low dimensional
- heart disease
- traditional chinese medicine
- operating room
- keywords
- vector space
- context sensitive
- clinical guidelines
- electronic medical record
- medical imaging
- euclidean space
- medical images
- cancer patients
- medical care