CStreet: a computed Cell State trajectory inference method for time-series single-cell RNA sequencing data.
Chengchen ZhaoWenchao XiuYuwei HuaNaiqian ZhangYong ZhangPublished in: Bioinform. (2021)
Keyphrases
- synthetic data
- input data
- statistical methods
- data structure
- data analysis
- prior information
- test data
- data mining techniques
- em algorithm
- multivariate time series
- prior knowledge
- data sets
- rare events
- knowledge discovery
- data sources
- training samples
- data mining tasks
- temporal information
- training data
- temporal patterns
- multidimensional time series
- missing values
- non stationary
- clustering method
- data points
- bayesian networks