Image-based cell subpopulation identification through automated cell tracking, principal component analysis, and partitioning around medoids clustering.
Megan E. BraschAlexis N. PeñaJames H. HendersonPublished in: Medical Biol. Eng. Comput. (2021)
Keyphrases
- principal component analysis
- clustering algorithm
- principal components
- clustering scheme
- dimensionality reduction
- data points
- clustering method
- protein subcellular location
- disjoint clusters
- k means
- unsupervised learning
- data clustering
- independent component analysis
- partitioning algorithm
- cluster analysis
- face images
- hierarchical clustering
- categorical data
- graph partitioning
- high dimensional
- information theoretic
- fully automated
- semi automated
- clustering quality
- data partitioning
- low dimensional
- face recognition