MoGCN: A Multi-Omics Integration Method Based on Graph Convolutional Network for Cancer Subtype Analysis

In light of the rapid accumulation of large-scale omics datasets, numerous studies have attempted to characterize the molecular and clinical features of cancers from a multi-omics perspective. However, there are great challenges in integrating multi-omics using machine learning methods for cancer su...

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Bibliographic Details
Main Authors: Xiao Li, Jie Ma, Ling Leng, Mingfei Han, Mansheng Li, Fuchu He, Yunping Zhu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-02-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.806842/full