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

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 learning metho...

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Detalles Bibliográficos
Autores principales: Leng, Dongjin, Zheng, Linyi, Wen, Yuqi, Zhang, Yunhao, Wu, Lianlian, Wang, Jing, Wang, Meihong, Zhang, Zhongnan, He, Song, Bo, Xiaochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9361561/
https://www.ncbi.nlm.nih.gov/pubmed/35945544
http://dx.doi.org/10.1186/s13059-022-02739-2