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A comparison of feature selection methodologies and learning algorithms in the development of a DNA methylation-based telomere length estimator.
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.
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  • Doherty T; School of Biological, Health and Sports Sciences, Technological University Dublin, Dublin, Ireland. trevor.c.doherty@mytudublin.ie.
  • Dempster E; SFI Centre for Research Training in Machine Learning, Technological University Dublin, Dublin, Ireland. trevor.c.doherty@mytudublin.ie.
  • Hannon E; University of Exeter Medical School, University of Exeter, Exeter, UK.
  • Mill J; University of Exeter Medical School, University of Exeter, Exeter, UK.
  • Poulton R; University of Exeter Medical School, University of Exeter, Exeter, UK.
  • Corcoran D; Department of Psychology, University of Otago, Dunedin, 9016, New Zealand.
  • Sugden K; Center for Genomic and Computational Biology, Duke University, Durham, NC, 27708, USA.
  • Williams B; Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.
  • Caspi A; Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.
  • Moffitt TE; Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
  • Delany SJ; Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.
  • Murphy TM; Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
BMC Bioinformatics ; 24(1): 178, 2023 May 01.
Article en En | MEDLINE | ID: mdl-37127563
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Metilación de ADN / Epigenómica / Homeostasis del Telómero Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: BMC Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Irlanda
Texto completo
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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Metilación de ADN / Epigenómica / Homeostasis del Telómero Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: BMC Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Irlanda