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Improving stability of prediction models based on correlated omics data by using network approaches
Building prediction models based on complex omics datasets such as transcriptomics, proteomics, metabolomics remains a challenge in bioinformatics and biostatistics. Regularized regression techniques are typically used to deal with the high dimensionality of these datasets. However, due to the prese...
Autores principales: | Tissier, Renaud, Houwing-Duistermaat, Jeanine, Rodríguez-Girondo, Mar |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5819809/ https://www.ncbi.nlm.nih.gov/pubmed/29462177 http://dx.doi.org/10.1371/journal.pone.0192853 |
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