Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series.
Hamid GhaderiBrandon ForemanAmin NayebiSindhu TipirneniChandan K. ReddyVignesh SubbianPublished in: CoRR (2023)
Keyphrases
- multivariate time series
- multivariate time series data
- traumatic brain injury
- chronic hepatitis
- clustering algorithm
- mixed data
- data mining tasks
- streaming time series
- k means
- multivariate data
- categorical data
- hierarchical clustering
- clustering method
- self organizing maps
- data clustering
- ct images
- temporal data
- clinical practice
- dynamic time warping
- spectral clustering
- multivariate normal
- stock market
- subspace clustering
- clinical trials
- outlier detection
- regression model
- change point detection
- non stationary
- unsupervised learning
- data points
- physiological processes
- gene expression time series