Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data

Selecting informative features, such as accurate biomarkers for disease diagnosis, prognosis and response to treatment, is an essential task in the field of bioinformatics. Medical data often contain thousands of features and identifying potential biomarkers is challenging due to small number of sam...

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Detalles Bibliográficos
Autores principales: Budhraja, Sugam, Doborjeh, Maryam, Singh, Balkaran, Tan, Samuel, Doborjeh, Zohreh, Lai, Edmund, Merkin, Alexander, Lee, Jimmy, Goh, Wilson, Kasabov, Nikola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Problem Solving Protocol
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10605029/
https://www.ncbi.nlm.nih.gov/pubmed/37889118
http://dx.doi.org/10.1093/bib/bbad382

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10605029/
https://www.ncbi.nlm.nih.gov/pubmed/37889118
http://dx.doi.org/10.1093/bib/bbad382

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