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Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data
BACKGROUND: During the last decade, the interest to apply machine learning algorithms to genomic data has increased in many bioinformatics applications. Analyzing this type of data entails difficulties for managing high-dimensional data, class imbalance for knowledge extraction, identifying importan...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2018
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6245589/ https://www.ncbi.nlm.nih.gov/pubmed/30458782 http://dx.doi.org/10.1186/s12918-018-0615-5 |