A benchmark study of deep learning-based multi-omics data fusion methods for cancer

Abstract Background A fused method using a combination of multi-omics data enables a comprehensive study of complex biological processes and highlights the interrelationship of relevant biomolecules and their functions. Driven by high-throughput sequencing technologies, several promising deep learni...

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Bibliographic Details
Main Authors: Dongjin Leng, Linyi Zheng, Yuqi Wen, Yunhao Zhang, Lianlian Wu, Jing Wang, Meihong Wang, Zhongnan Zhang, Song He, Xiaochen Bo
Format: Article
Language:English
Published: BMC 2022-08-01
Series:Genome Biology
Online Access:https://doi.org/10.1186/s13059-022-02739-2