A comparison of feature selection methodologies and learning algorithms in the development of a DNA methylation-based telomere length estimator

BACKGROUND: The field of epigenomics holds great promise in understanding and treating disease with advances in machine learning (ML) and artificial intelligence being vitally important in this pursuit. Increasingly, research now utilises DNA methylation measures at cytosine–guanine dinucleotides (C...

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Detalles Bibliográficos
Autores principales: Doherty, Trevor, Dempster, Emma, Hannon, Eilis, Mill, Jonathan, Poulton, Richie, Corcoran, David, Sugden, Karen, Williams, Ben, Caspi, Avshalom, Moffitt, Terrie E., Delany, Sarah Jane, Murphy, Therese M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10152624/
https://www.ncbi.nlm.nih.gov/pubmed/37127563
http://dx.doi.org/10.1186/s12859-023-05282-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10152624/
https://www.ncbi.nlm.nih.gov/pubmed/37127563
http://dx.doi.org/10.1186/s12859-023-05282-4

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