EM Clustering Analysis of Diabetes Patients Basic Diagnosis Index.
Cai WuJeffrey R. SteinbauerGrace KuoPublished in: AMIA (2005)
Keyphrases
- clustering analysis
- cardiovascular disease
- primary care
- medical diagnosis
- early diagnosis
- medical knowledge
- k means
- medical practitioners
- fuzzy clustering
- clustering method
- high risk
- clustering algorithm
- diabetic patients
- clinically relevant
- microarray
- cluster analysis
- chronic disease
- diabetes mellitus
- medical doctors
- heart disease
- expectation maximization
- risk factors
- health care
- em algorithm
- medical data
- cluster membership
- data clustering
- blood glucose
- data mining
- database
- generative model
- clinical data
- anomaly detection
- validity measures
- unsupervised learning
- coronary artery
- gene expression profiles
- sas enterprise miner
- computational intelligence
- knowledge discovery
- acute myeloid
- health status
- density estimation
- mixture model
- object recognition
- image segmentation
- decision making
- artificial intelligence
- genetic algorithm
- neural network