Predicting the Primary Medical Procedure Through Clustering of Patients' Diagnoses.
Mamoun Al-MardiniAyman HajjaZbigniew W. RasLina CloverDavid OlaleyePublished in: NFMCP@PKDD/ECML (2016)
Keyphrases
- diagnostic tests
- medical data
- medical experts
- medical knowledge
- clustering method
- medical center
- medical doctors
- intensive care units
- medical treatment
- clinical decision support
- clustering algorithm
- patient records
- medical records
- coronary heart disease
- clustering procedure
- medical care
- k means
- electronic patient record
- decision support
- diagnostic process
- medical diagnosis
- medical devices
- primary care
- clinical practice
- clinical data
- clinical decision making
- intensive care
- cluster analysis
- information systems
- critical care
- health care
- clinical information
- data clustering
- hierarchical clustering
- chronic disease
- diabetic patients
- self organizing maps
- medical imaging
- medical practitioners
- health information systems
- patient data