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Group spike-and-slab lasso generalized linear models for disease prediction and associated genes detection by incorporating pathway information
MOTIVATION: Large-scale molecular data have been increasingly used as an important resource for prognostic prediction of diseases and detection of associated genes. However, standard approaches for omics data analysis ignore the group structure among genes encoded in functional relationships or path...
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| Publicado no: | Bioinformatics |
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| Main Authors: | , , , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2018
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5860634/ https://ncbi.nlm.nih.gov/pubmed/29077795 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btx684 |
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