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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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Podrobná bibliografie
Vydáno v:Comput Struct Biotechnol J
Hlavní autoři: Zhao, Lianhe, Dong, Qiongye, Luo, Chunlong, Wu, Yang, Bu, Dechao, Qi, Xiaoning, Luo, Yufan, Zhao, Yi
Médium: Artigo
Jazyk:Inglês
Vydáno: Research Network of Computational and Structural Biotechnology 2021
Témata:
On-line přístup: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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