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Using deep learning to associate human genes with age-related diseases

MOTIVATION: One way to identify genes possibly associated with ageing is to build a classification model (from the machine learning field) capable of classifying genes as associated with multiple age-related diseases. To build this model, we use a pre-compiled list of human genes associated with age...

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Detalles Bibliográficos
Autores principales: Fabris, Fabio, Palmer, Daniel, Salama, Khalid M, de Magalhães, João Pedro, Freitas, Alex A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141856/
https://www.ncbi.nlm.nih.gov/pubmed/31845988
http://dx.doi.org/10.1093/bioinformatics/btz887