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Imputación de genotipos faltantes mediante algoritmos de machine learning = Imputation of missing genotypes using machine learning algorithms

Raschia, Maria Agustina; Rios, Pablo Javier; Cordoba, Marcela Elisabet; Caffaro, María Eugenia; Donzelli, María Valeria; Maizon, Daniel Omar; Demitrio, Daniel Arturo; Poli, Mario Andres (Sociedad Argentina de Informática e Investigación Operativa (SADIO), 2025-08)

Resumen. La imputación o inferencia de genotipos faltantes utilizando correlaciones entre variantes obtenidas a partir de paneles de referencia puede ser llevada a cabo por programas específicos basados en la utilización ...
Machine learning algorithms identified relevant SNPs for milk fat content in cattle

Ríos, Pablo J.; Raschia, Maria Agustina; Maizon, Daniel Omar; Demitrio, Daniel Arturo; Poli, Mario Andres (Sociedad Argentina de Informática, 2021-10)

In recent years, machine learning methods have been shown to be efficient in identifying a subset of single nucleotide polymorphisms (SNP) underlying a trait of interest. The aim of this study was the construction of ...
Methodology for the identification of relevant loci for milk traits in dairy cattle, using machine learning algorithms

Raschia, Maria Agustina; Ríos, Pablo Javier; Maizon, Daniel Omar; Demitrio, Daniel Arturo; Poli, Mario Andres (Elsevier, 2022)

Machine learning methods were considered efficient in identifying single nucleotide polymorphisms (SNP) underlying a trait of interest. This study aimed to construct predictive models using machine learning algorithms, to ...
Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms

Raschia, Maria Agustina; Ríos, Pablo J.; Maizon, Daniel Omar; Demitrio, Daniel Arturo; Poli, Mario Andres (Network of Women in Bioinformatics and Data Science, 2021-09)

Background: Extensive genetic research focused on identifyng associations between single nucleotide polymorphism (SNP) markers located all over the genome and milk traits were conducted for different dairy cattle breeds. ...

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Imputación de genotipos faltantes mediante algoritmos de machine learning = Imputation of missing genotypes using machine learning algorithms ﻿

Machine learning algorithms identified relevant SNPs for milk fat content in cattle ﻿

Methodology for the identification of relevant loci for milk traits in dairy cattle, using machine learning algorithms ﻿

Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms ﻿

Imputación de genotipos faltantes mediante algoritmos de machine learning = Imputation of missing genotypes using machine learning algorithms

Machine learning algorithms identified relevant SNPs for milk fat content in cattle

Methodology for the identification of relevant loci for milk traits in dairy cattle, using machine learning algorithms

Relevant loci for milk production in dairy cattle, obtained by machine learning algorithms