Molecular Subtyping of Cancer Based on Distinguishing Co-Expression Modules and Machine Learning

Molecular Subtyping of Cancer Based on Distinguishing Co-Expression Modules and Machine Learning

Molecular subtyping of cancer is recognized as a critical and challenging step towards individualized therapy. Most existing computational methods solve this problem via multi-classification of gene-expressions of cancer samples. Although these methods, especially deep learning, perform well in data...

Full description

Bibliographic Details
Main Authors: Peishuo Sun, Ying Wu, Chaoyi Yin, Hongyang Jiang, Ying Xu, Huiyan Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Genetics
Subjects:
molecular subtyping of cancer
specific co-expression module
network perturbation
multi-classification
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.866005/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2022.866005/full

Similar Items