Výsledky vyhledávání - "Jan Freudenthal"

Akademický článek

Phantom Epistasis in Genomic Selection: On the Predictive Ability of Epistatic Models

Autor: Matías F. Schrauf, Johannes W. R. Martini, Henner Simianer, Gustavo de los Campos, Rodolfo Cantet, Jan Freudenthal, Arthur Korte, Sebastián Munilla

Publikováno v: G3: Genes, Genomes, Genetics, Vol 10, Iss 9, Pp 3137-3145 (2020)

Genomic selection uses whole-genome marker models to predict phenotypes or genetic values for complex traits. Some of these models fit interaction terms between markers, and are therefore called epistatic. The biological interpretation of the corresp

Externí odkaz: https://doaj.org/article/5d4b25e7ad7540718bbbe05667f2bba6

Zobrazit plný text záznamu

Akademický článek

Using Local Convolutional Neural Networks for Genomic Prediction

Autor: Torsten Pook, Jan Freudenthal, Arthur Korte, Henner Simianer

Publikováno v: Frontiers in Genetics, Vol 11 (2020)

The prediction of breeding values and phenotypes is of central importance for both livestock and crop breeding. In this study, we analyze the use of artificial neural networks (ANN) and, in particular, local convolutional neural networks (LCNN) for g

Externí odkaz: https://doaj.org/article/37a332f59ca549ddaba9e124e8057dd5

Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání