Prediction performance of linear models and gradient boosting machine on complex phenotypes in outbred mice

Autor: B. C. Perez, Marco C. A. M. Bink, Karen L. Svenson, Gary A. Churchill, Mario P. L. Calus

Publikováno v: G3 (Bethesda, Md.) 12 (2022) 4
G3 (Bethesda, Md.), 12(4)

Recent literature suggests machine learning methods can capture interactions between loci and therefore could outperform linear models when predicting traits with relevant epistatic effects. However, investigating this empirically requires data with

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fa2f3339a12ab992db0d7300a843cb46
https://doi.org/10.1093/g3journal/jkac039

Genomic study and Medical Subject Headings enrichment analysis of early pregnancy rate and antral follicle numbers in Nelore heifers1,2

Autor: Haja N. Kadarmideen, John B. Cole, B. C Perez, Miguel Henrique de Almeida Santana, Dorian J. Garrick, José Bento Sterman Ferraz, Ricardo Vieira Ventura, G.A. Oliveira Junior, M. L. Santana Junior, Juliano Coelho da Silveira, Gianluca Mazzoni

Publikováno v: Journal of Animal Science. 95:4796-4812

Zebu animals () are known to take longer to reach puberty compared with taurine animals (), limiting the supply of animals for harvest or breeding and impacting profitability. Genomic information can be a helpful tool to better understand complex tra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::14c07dbb3b777e2011ec402038d11094
https://doi.org/10.2527/jas2017.1752

Fine mapping of genomic regions associated with female fertility in Nellore beef cattle based on sequence variants from segregating sires

Autor: Ricardo Vieira Ventura, Daniel J. A. Santos, Gerson A. Oliveira Júnior, Solomon Antwi Boison, José Fernando Garcia, Aline Silva Mello Cesar, Dorian J. Garrick, B. C Perez, José Bento Sterman Ferraz

Publikováno v: Scopus
Repositório Institucional da UNESP
Universidade Estadual Paulista (UNESP)
instacron:UNESP
Journal of Animal Science and Biotechnology
Journal of Animal Science and Biotechnology, Vol 10, Iss 1, Pp 1-13 (2019)
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP

Made available in DSpace on 2020-12-12T02:23:52Z (GMT). No. of bitstreams: 0 Previous issue date: 2019-12-16 Background: Impaired fertility in cattle limits the efficiency of livestock production systems. Unraveling the genetic architecture of fertil

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bc704401f9eb1c27a294bea14e2a2736

Research Article Allelic and genotypic frequencies of the DMRT3 gene in the Brazilian horse breed Mangalarga Marchador and their association with types of gait

Autor: Guilherme Luis Pereira, Joanir Pereira Eler, Júlio Cesar de Carvalho Balieiro, José Bento Sterman Ferraz, L. A. L. Chardulo, Rui Curi, B.C. Abreu Silva, B. A. dos Santos, B. C Perez, Fernando de Oliveira Bussiman, E. C. Mattos

Publikováno v: Genetics and Molecular Research. 18

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9621ce2efef871ee0b00a276be3fd26f
https://doi.org/10.4238/gmr18217

Pedigree analysis and inbreeding effects over morphological traits in Campolina horse population

Autor: Fernando de Oliveira Bussiman, Rogério Abdallah Curi, Ricardo Vieira Ventura, Maria Gabriela Campolina Diniz Peixoto, Júlio Cesar de Carvalho Balieiro, B. C Perez

Publikováno v: Scopus
Repositório Institucional da UNESP
Universidade Estadual Paulista (UNESP)
instacron:UNESP
Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP
Animal, Vol 12, Iss 11, Pp 2246-2255 (2018)

Made available in DSpace on 2018-12-11T17:23:59Z (GMT). No. of bitstreams: 0 Previous issue date: 2018-02-22 Genetic improvement, without control of inbreeding, can go to loss of genetic variability, reducing the potential for genetic gains in the do

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1aa641e223b61bc1c318c50761f829c7