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DeepOmix: A scalable and interpretable multi-omics deep learning framework and application in cancer survival analysis

Integrative analysis of multi-omics data can elucidate valuable insights into complex molecular mechanisms for various diseases. However, due to their different modalities and high dimension, utilizing and integrating different types of omics data suffers from great challenges. There is an urgent ne...

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Detalhes bibliográficos
Publicado no:Comput Struct Biotechnol J
Main Authors: Zhao, Lianhe, Dong, Qiongye, Luo, Chunlong, Wu, Yang, Bu, Dechao, Qi, Xiaoning, Luo, Yufan, Zhao, Yi
Formato: Artigo
Idioma:Inglês
Publicado em: Research Network of Computational and Structural Biotechnology 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8131983/
https://ncbi.nlm.nih.gov/pubmed/34093987
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csbj.2021.04.067
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