Cluster Analysis of Low-Dimensional Medical Concept Representations from Electronic Health Records.
Fernando Jaume-SanteroBoya ZhangDimitrios ProiosAnthony YazdaniRacha GouarebMina BjelogrlicDouglas TeodoroPublished in: HIS (2022)
Keyphrases
- cluster analysis
- electronic health records
- low dimensional
- categorical data
- multidimensional scaling
- medical records
- medical data
- health records
- high dimensional
- health information
- clustering algorithm
- k means
- data analysis
- unsupervised learning
- clinical data
- clustering method
- data mining
- dimensionality reduction
- hierarchical latent class models
- high dimensional data
- data mining techniques
- patient care
- health care
- clinical trials
- data points
- free text
- knowledge discovery
- feature extraction
- face recognition
- real world