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

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 mechanisms o...

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Detalles Bibliográficos
Autores principales: Wang, Xin, Zheng, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8414693/
https://www.ncbi.nlm.nih.gov/pubmed/34479487
http://dx.doi.org/10.1186/s12859-021-04330-1