Velo-Predictor: an ensemble learning pipeline for RNA velocity prediction.

Published in: BMC bioinformatics (2021)

The accurate result shows that Velo-Predictor can effectively simplify the procedure by learning a predictive model from gene expression data, which could help to construct a continous landscape and give biologists an intuitive picture about the trend of cellular dynamics.

Keyphrases

gene expression
dna methylation
electronic health record
high resolution
minimally invasive
big data
single cell
blood flow
convolutional neural network
machine learning
mass spectrometry
data analysis
artificial intelligence