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MONTI: A Multi-Omics Non-negative Tensor Decomposition Framework for Gene-Level Integrative Analysis

Multi-omics data is frequently measured to enrich the comprehension of biological mechanisms underlying certain phenotypes. However, due to the complex relations and high dimension of multi-omics data, it is difficult to associate omics features to certain biological traits of interest. For example,...

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Detalles Bibliográficos
Autores principales: Jung, Inuk, Kim, Minsu, Rhee, Sungmin, Lim, Sangsoo, Kim, Sun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461247/
https://www.ncbi.nlm.nih.gov/pubmed/34567063
http://dx.doi.org/10.3389/fgene.2021.682841