(Q34043789)

30 July 2017

Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat (English)

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ORCID Public Data File 2021

30 July 2017

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author name string

Daniel Gianola

1

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30 July 2017

Hayrettin Okut

2

1 reference

30 July 2017

Kent A Weigel

3

1 reference

30 July 2017

Guilherme Jm Rosa

4

1 reference

30 July 2017

language of work or name

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7 October 2011

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30 July 2017

1 reference

30 July 2017

12

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30 July 2017

87

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https://scigraph.springernature.com/pub.10.1186/1471-2156-12-87

30 July 2017

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cites work

Genomic-Enabled Prediction Based on Molecular Markers and Pedigree Using the Bayesian Linear Regression Package in R.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Beyond missing heritability: prediction of complex traits

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Predicting genetic values: a kernel-based best linear unbiased prediction with genomic data

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Predicting genetic predisposition in humans: the promise of whole-genome markers

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Prediction of genetic values of quantitative traits in plant breeding using pedigree and molecular markers.

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Additive genetic variability and the Bayesian alphabet

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Invited review: Genomic selection in dairy cattle: progress and challenges

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Reproducing kernel hilbert spaces regression methods for genomic assisted prediction of quantitative traits

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

The impact of genetic relationship information on genome-assisted breeding values

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Genomic-assisted prediction of genetic value with semiparametric procedures

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Comparison of linear and nonlinear classification algorithms for the prediction of drug and chemical metabolism by human UDP-glucuronosyltransferase isoforms

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Bayesian approach for neural networks--review and case studies

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Prediction of total genetic value using genome-wide dense marker maps

5 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Reproducing kernel Hilbert spaces regression: a general framework for genetic evaluation.

5 July 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

Semi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

Inferring genetic values for quantitative traits non-parametrically.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

Radial basis function regression methods for predicting quantitative traits using SNP markers.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

Estimating UV erythemal irradiance by means of neural networks.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

Efficient methods to compute genomic predictions

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

Ensembles of Bayesian-regularized genetic neural networks for modeling of acetylcholinesterase inhibition by huprines.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

Modelling blood-brain barrier partitioning using Bayesian neural nets.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

Application of support vector regression to genome-assisted prediction of quantitative traits.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Prediction of body mass index in mice using dense molecular markers and a regularized neural network.

28 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3474182

Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications

28 October 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2156-12-87

21 January 2018

Identifiers

DOI

10.1186/1471-2156-12-87

1 reference

Dimensions Publication ID

30 July 2017

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1 reference

30 July 2017

1 reference