ILRC: a hybrid biomarker discovery algorithm based on improved L1 regularization and clustering in microarray data

BACKGROUND: Finding significant genes or proteins from gene chip data for disease diagnosis and drug development is an important task. However, the challenge comes from the curse of the data dimension. It is of great significance to use machine learning methods to find important features from the da...

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Detalles Bibliográficos
Autores principales: Yu, Kun, Xie, Weidong, Wang, Linjie, Li, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8532312/
https://www.ncbi.nlm.nih.gov/pubmed/34686127
http://dx.doi.org/10.1186/s12859-021-04443-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8532312/
https://www.ncbi.nlm.nih.gov/pubmed/34686127
http://dx.doi.org/10.1186/s12859-021-04443-7

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