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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Bibliografiska uppgifter
I publikationen:Comput Struct Biotechnol J
Huvudupphovsmän: Zhao, Lianhe, Dong, Qiongye, Luo, Chunlong, Wu, Yang, Bu, Dechao, Qi, Xiaoning, Luo, Yufan, Zhao, Yi
Materialtyp: Artigo
Språk:Inglês
Publicerad: Research Network of Computational and Structural Biotechnology 2021
Ämnen:
Research Article
Länkar: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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