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Predicting lifespan-extending chemical compounds for C. elegans with machine learning and biologically interpretable features

Recently, there has been a growing interest in the development of pharmacological interventions targeting ageing, as well as in the use of machine learning for analysing ageing-related data. In this work, we use machine learning methods to analyse data from DrugAge, a database of chemical compounds...

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Detalles Bibliográficos
Autores principales: Ribeiro, Caio, Farmer, Christopher K., de Magalhães, João Pedro, Freitas, Alex A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10373959/
https://www.ncbi.nlm.nih.gov/pubmed/37450404
http://dx.doi.org/10.18632/aging.204866