A robust and accurate single-cell data trajectory inference method using ensemble pseudotime.
Yifan ZhangDuc TranTin NguyenSergiu M. DascaluFrederick C. HarrisPublished in: BMC Bioinform. (2023)
Keyphrases
- synthetic data
- computationally efficient
- noisy data
- prior knowledge
- highly accurate
- missing data
- data sets
- test data
- training samples
- high precision
- statistical methods
- missing values
- high accuracy
- input data
- data collection
- information loss
- database
- data points
- image data
- neural network
- significant improvement
- training data
- probabilistic model
- detection method
- prior information
- completely automatic
- bayesian inference
- data mining
- learning algorithm
- decision trees
- objective function
- data analysis
- preprocessing
- high dimensional data
- clustering method