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

Abstract Background RNA velocity is a novel and powerful concept which enables the inference of dynamical cell state changes from seemingly static single-cell RNA sequencing (scRNA-seq) data. However, accurate estimation of RNA velocity is still a challenging problem, and the underlying kinetic mech...

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Bibliographic Details
Main Authors: Xin Wang, Jie Zheng
Format: Article
Language:English
Published: BMC 2021-09-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-021-04330-1