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MRGCN: cancer subtyping with multi-reconstruction graph convolutional network using full and partial multi-omics dataset

MOTIVATION: Cancer is a molecular complex and heterogeneous disease. Each type of cancer is usually composed of several subtypes with different treatment responses and clinical outcomes. Therefore, subtyping is a crucial step in cancer diagnosis and therapy. The rapid advances in high-throughput seq...

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Detalles Bibliográficos
Autores principales: Yang, Bo, Yang, Yan, Wang, Meng, Su, Xueping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10279523/
https://www.ncbi.nlm.nih.gov/pubmed/37255323
http://dx.doi.org/10.1093/bioinformatics/btad353