Model-based cell clustering and population tracking for time-series flow cytometry data.
Kodai MinouraKo AbeYuka MaedaHiroyoshi NishikawaTeppei ShimamuraPublished in: BMC Bioinform. (2019)
Keyphrases
- clustering method
- multivariate time series
- real time
- k means
- live cell imaging
- data mining tasks
- clustering algorithm
- spectral clustering
- non stationary
- motion tracking
- data clustering
- hierarchical clustering
- motion analysis
- unsupervised learning
- particle filter
- information theoretic
- robust tracking
- cluster analysis
- similarity function
- state space
- phase contrast
- stock price
- autoregressive
- dynamic time warping
- fuzzy clustering
- visual tracking
- stock market
- kalman filter
- motion model
- object tracking
- mean shift