Multilabel classification of medical concepts for patient clinical profile identification.
Christel GérardinPerceval WajsbürtPascal VaillantAli BellamineFabrice CarratXavier TannierPublished in: Artif. Intell. Medicine (2022)
Keyphrases
- medical knowledge
- multilabel classification
- medical treatment
- medical experts
- medical data
- patient records
- medical records
- patient care
- clinical practice
- patient data
- clinical data
- medical staff
- primary care
- instance based learning
- therapy planning
- medical center
- medical diagnosis
- intensive care
- medical domain
- medical doctors
- health care
- clinical guidelines
- multi label
- medical practice
- clinical trials
- patient groups
- discharge summaries
- diabetic patients
- logistic regression
- cardiovascular disease
- lazy learning
- home care
- breast cancer patients
- medical practitioners
- intensive care unit
- text categorization
- health related
- operating room
- heart disease
- hospital information systems
- ensemble methods
- background knowledge
- active learning