Interpretable Clustering for Prototypical Patient Understanding: A Case Study of Hypertension and Depression Subgroup Behavioral Profiling in National Health and Nutrition Examination Survey Data.
Pei-Yun Sabrina HsuehSubhro DasPublished in: AMIA (2017)
Keyphrases
- national health
- survey data
- theoretical and practical implications
- patient data
- blood pressure
- empirically tested
- clinical trials
- clustering method
- k means
- hierarchical clustering
- job satisfaction
- case study
- clinical data
- medical data
- clustering algorithm
- structural equation modeling
- criminal justice
- cluster analysis
- unsupervised learning
- clinical practice
- heart rate
- electronic health records
- data clustering
- cardiovascular disease