Nalaganje...

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...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Drouin, Alexandre, Letarte, Gaël, Raymond, Frédéric, Marchand, Mario, Corbeil, Jacques, Laviolette, François
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6411721/
https://ncbi.nlm.nih.gov/pubmed/30858411
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-40561-2
Oznake: Označite
Brez oznak, prvi označite!