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An Evaluation of Gene Set Analysis for Biomarker Discovery with Applications to Myeloma Research

In this paper, we evaluate 15 methods for gene set analysis in microarray classification problems. We employ four datasets from myeloma research and three types of biological gene sets, encompassing a total of 12 scenarios. Taking a two-step approach, we first identify important genes within gene se...

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Detalles Bibliográficos
Autores principales: Qu, Pingping, Tian, Erming, Barlogie, Bart, Morgan, Gareth, Crowley, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7120714/
http://dx.doi.org/10.1007/978-981-10-0126-0_25