Human genotype-to-phenotype predictions: Boosting accuracy with nonlinear models

Genotype-to-phenotype prediction is a central problem of human genetics. In recent years, it has become possible to construct complex predictive models for phenotypes, thanks to the availability of large genome data sets as well as efficient and scalable machine learning tools. In this paper, we mak...

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Detalles Bibliográficos
Autores principales: Medvedev, Aleksandr, Mishra Sharma, Satyarth, Tsatsorin, Evgenii, Nabieva, Elena, Yarotsky, Dmitry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9432766/
https://www.ncbi.nlm.nih.gov/pubmed/36044406
http://dx.doi.org/10.1371/journal.pone.0273293

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9432766/
https://www.ncbi.nlm.nih.gov/pubmed/36044406
http://dx.doi.org/10.1371/journal.pone.0273293

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