A Method for Increasing the Robustness of Stable Feature Selection for Biomarker Discovery in Molecular Medicine Developed Using Serum Small Extracellular Vesicle Associated miRNAs and the Barrett’s Oesophagus Disease Spectrum

The biomarker development field within molecular medicine remains limited by the methods that are available for building predictive models. We developed an efficient method for conservatively estimating confidence intervals for the cross validation-derived prediction errors of biomarker models. This...

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Detalles Bibliográficos
Autores principales: Mayne, George C., Woodman, Richard J., Watson, David I., Bright, Tim, Gan, Susan, Lord, Reginald V., Bourke, Michael J., Levert-Mignon, Angelique, Bastian, Isabell, Irvine, Tanya, Schloithe, Ann, Martin, Marian, Sheehan-Hennessy, Lorraine, Hussey, Damian J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10139127/
https://www.ncbi.nlm.nih.gov/pubmed/37108236
http://dx.doi.org/10.3390/ijms24087068

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