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ReGeNNe: genetic pathway-based deep neural network using canonical correlation regularizer for disease prediction
MOTIVATION: Common human diseases result from the interplay of genes and their biologically associated pathways. Genetic pathway analyses provide more biological insight as compared to conventional gene-based analysis. In this article, we propose a framework combining genetic data into pathway struc...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10666205/ https://www.ncbi.nlm.nih.gov/pubmed/37963055 http://dx.doi.org/10.1093/bioinformatics/btad679 |