Interpretable genotype-to-phenotype classifiers with performance guarantees

Understanding the relationship between the genome of a cell and its phenotype is a central problem in precision medicine. Nonetheless, genotype-to-phenotype prediction comes with great challenges for machine learning algorithms that limit their use in this setting. The high dimensionality of the dat...

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Detalles Bibliográficos
Autores principales: Drouin, Alexandre, Letarte, Gaël, Raymond, Frédéric, Marchand, Mario, Corbeil, Jacques, Laviolette, François
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6411721/
https://www.ncbi.nlm.nih.gov/pubmed/30858411
http://dx.doi.org/10.1038/s41598-019-40561-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6411721/
https://www.ncbi.nlm.nih.gov/pubmed/30858411
http://dx.doi.org/10.1038/s41598-019-40561-2

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