CBP-JMF: An Improved Joint Matrix Tri-Factorization Method for Characterizing Complex Biological Processes of Diseases

CBP-JMF: An Improved Joint Matrix Tri-Factorization Method for Characterizing Complex Biological Processes of Diseases

Multi-omics molecules regulate complex biological processes (CBPs), which reflect the activities of various molecules in living organisms. Meanwhile, the applications to represent disease subtypes and cell types have created an urgent need for sample grouping and associated CBP-inferring tools. In t...

Full description

Bibliographic Details
Main Authors: Bingbo Wang, Xiujuan Ma, Minghui Xie, Yue Wu, Yajun Wang, Ran Duan, Chenxing Zhang, Liang Yu, Xingli Guo, Lin Gao
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Genetics
Subjects:
non-negative matrix factorization
complex biological processes
multi-dimensional genomic data
disease
subtype
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.665416/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2021.665416/full

Similar Items