Problem List Clustering for Improved Patient-Based Disease Perception.
Markus KreuzthalerBastian PfeiferJosé Antonio Vera RamosDiether KramerVictor GroggerSylvia BredenfeldtMarkus PedevillaPeter KrisperStefan SchulzPublished in: ICHI Workshops (2018)
Keyphrases
- k means
- clustering algorithm
- visual perception
- cluster analysis
- disease progression
- data clustering
- categorical data
- health status
- information theoretic
- clustering method
- monitoring system
- patient groups
- medical doctors
- clinical trials
- clinical data
- self organizing maps
- unsupervised learning
- patient data
- fuzzy clustering
- medical records
- cardiovascular disease
- decision support system
- data points
- diabetic patients
- hierarchical clustering
- physiological processes