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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2021
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| Materias: | |
| 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 |