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MOCSS: Multi-omics data clustering and cancer subtyping via shared and specific representation learning

Cancer is an extremely complex disease and each type of cancer usually has several different subtypes. Multi-omics data can provide more comprehensive biological information for identifying and discovering cancer subtypes. However, existing unsupervised cancer subtyping methods cannot effectively le...

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Detalles Bibliográficos
Autores principales: Chen, Yuxin, Wen, Yuqi, Xie, Chenyang, Chen, Xinjian, He, Song, Bo, Xiaochen, Zhang, Zhongnan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10407241/
https://www.ncbi.nlm.nih.gov/pubmed/37559907
http://dx.doi.org/10.1016/j.isci.2023.107378