Text Classification to Weave Medical Advice with Patient Experiences.
Jina HuhMeliha Yetisgen-YildizAndrea L. HartzlerDavid W. McDonaldAlbert ParkWanda PrattPublished in: AMIA (2012)
Keyphrases
- text classification
- medical experts
- medical treatment
- medical data
- medical center
- medical records
- medical knowledge
- medical care
- medical staff
- patient records
- medical devices
- primary care
- medical doctors
- text mining
- patient care
- medical domain
- intensive care units
- n gram
- critical care
- operating room
- therapy planning
- intensive care
- feature selection
- diabetic patients
- text categorization
- patient groups
- patient data
- health care
- clinical data
- home care
- machine learning
- medical information
- bag of words
- case based reasoner
- monitoring system
- multi label
- medical imaging
- heart disease
- chronic disease
- health records
- case study
- text classifiers
- medical practitioners
- information retrieval
- emergency department
- hospital information systems
- data cleaning
- semantic features
- cardiovascular disease
- electronic health records
- health information
- medical diagnosis
- discharge summaries
- knn