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Cooperative learning for multiview analysis

We propose a method for supervised learning with multiple sets of features (“views”). The multiview problem is especially important in biology and medicine, where “-omics” data, such as genomics, proteomics, and radiomics, are measured on a common set of samples. “Cooperative learning” combines the...

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Detalles Bibliográficos
Autores principales: Ding, Daisy Yi, Li, Shuangning, Narasimhan, Balasubramanian, Tibshirani, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9499553/
https://www.ncbi.nlm.nih.gov/pubmed/36095183
http://dx.doi.org/10.1073/pnas.2202113119