RobustTree: An adaptive, robust PCA algorithm for embedded tree structure recovery from single-cell sequencing data

Robust Principal Component Analysis (RPCA) offers a powerful tool for recovering a low-rank matrix from highly corrupted data, with growing applications in computational biology. Biological processes commonly form intrinsic hierarchical structures, such as tree structures of cell development traject...

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Bibliographic Details

Published in:	Frontiers in Genetics
Main Authors:	Ziwei Chen, Bingwei Zhang, Fuzhou Gong, Lin Wan, Liang Ma
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-03-01
Subjects:	single-cell sequencing robust principal component analysis data denoising clustering tree structure reconstruction
Online Access:	https://www.frontiersin.org/articles/10.3389/fgene.2023.1110899/full