OmiEmbed: A Unified Multi-Task Deep Learning Framework for Multi-Omics Data

SIMPLE SUMMARY: OmiEmbed is a unified multi-task deep learning framework for multi-omics data, supporting dimensionality reduction, multi-omics integration, tumour type classification, phenotypic feature reconstruction and survival prediction. The framework is comprised of deep embedding and downstr...

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Detalles Bibliográficos
Autores principales: Zhang, Xiaoyu, Xing, Yuting, Sun, Kai, Guo, Yike
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8235477/
https://www.ncbi.nlm.nih.gov/pubmed/34207255
http://dx.doi.org/10.3390/cancers13123047

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8235477/
https://www.ncbi.nlm.nih.gov/pubmed/34207255
http://dx.doi.org/10.3390/cancers13123047

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