Chronic obstructive pulmonary disease phenotypes using cluster analysis of electronic medical records.
Rodrigo Vazquez GuillametOleg UrsuGary IwamotoPope L. MoseleyTudor I. OpreaPublished in: Health Informatics J. (2018)
Keyphrases
- cluster analysis
- electronic medical record
- chronic obstructive pulmonary disease
- microarray data
- biological data
- categorical data
- clinical data
- health care
- surveillance system
- patient data
- medical records
- unsupervised learning
- ct images
- clustering algorithm
- clustering method
- data mining
- k means
- medical data
- electronic health records
- hierarchical latent class models
- data mining techniques
- learning algorithm
- gene expression
- natural language processing
- domain knowledge
- feature space
- information retrieval
- machine learning
- databases