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https://www.sciencedirect.com/science/article/pii/S1360138515002770
Appropriate analytical and decision support tools (ADSTs) are critical for deploying genomics-assisted breeding. Development of breeder-friendly pipelines and/or tools will enhance the adoption of ADSTs and facilitate the rapid development of new breeding lines. Deployment of ADSTs in public breeding programs is the need of the hour.Cited by: 25
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3858176/
Efforts such as the GuideLines Into DEcision Support 26 and the Clinical Decision Support Consortium 27 projects were established to circumvent duplicated efforts and should be leveraged to create sharable genomic CDS content. We can also benefit from the previous finding that collaborators did not accept knowledge management solutions provided ...Cited by: 56
https://www.cell.com/trends/plant-science/fulltext/S1360-1385(15)00277-0
Apr 01, 2016 · To successfully implement genomics-assisted breeding (GAB) in crop improvement programs, efficient and effective analytical and decision support tools (ADSTs) are ‘must haves’ to evaluate and select plants for developing next-generation crops. Here we review the applications and deployment of appropriate ADSTs for GAB, in the context of next …Cited by: 25
http://oar.icrisat.org/9161/1/PIIS1360138515002770.pdf
Review Analytical and Decision Support Tools for Genomics-Assisted Breeding Rajeev K. Varshney,1,2,@,* Vikas K. Singh,1 John M. Hickey,3 Xu Xun,4 David F. Marshall,5 Jun Wang,4 David Edwards,2 and Jean-Marcel Ribaut6 To successfully implement genomics-assisted breeding (GAB) in crop improve-
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3103196/
May 27, 2011 · We evaluated the predictive accuracy of random forests (RF), stochastic gradient boosting (boosting) and support vector machines (SVMs) for predicting genomic breeding values using dense SNP markers and explored the utility of RF for ranking the predictive importance of markers for pre-screening markers or discovering chromosomal locations of QTLs.Cited by: 117
https://acronyms.thefreedictionary.com/Genomic+Breeding+Decision+Support
GBDS - Genomic Breeding Decision Support. Looking for abbreviations of GBDS? It is Genomic Breeding Decision Support. Genomic Breeding Decision Support listed as GBDS. Genomic Breeding Decision Support - How is Genomic Breeding Decision Support abbreviated?
https://www.cell.com/trends/plant-science/pdf/S1360-1385(15)00277-0.pdf
Review Analytical and Decision Support Tools for Genomics-Assisted Breeding Rajeev 4 K. Varshney,1,2,@,* Vikas K. Singh,1 John M. Hickey,3 Xu 6 Xun, David F. Marshall,5 Jun Wang,4 David Edwards,2 and Jean-Marcel Ribaut To successfully implement genomics-assisted breeding (GAB) in crop improve-
http://cbsugobii05.biohpc.cornell.edu/wordpress/
Mar 25, 2019 · The genomic data management systems will include databases, imputation systems, and decision support tools for plant breeders. OUR MISSION To build open-source genomic data management and analysis tools to enable breeders to implement genomic and marker-assisted selection as part of their routine breeding programs.
https://www.nature.com/articles/s41437-018-0147-1
Sep 27, 2018 · Multi-objective optimized genomic breeding strategies for sustainable food improvement. ... decision-making support tools are developed to aid the DM in selecting the preferred solutions. The ...Cited by: 14
https://bmcproc.biomedcentral.com/articles/10.1186/1753-6561-5-S3-S11
May 27, 2011 · Genomic selection (GS) involves estimating breeding values using molecular markers spanning the entire genome. Accurate prediction of genomic breeding values (GEBVs) presents a central challenge to contemporary plant and animal breeders. The existence of a wide array of marker-based approaches for predicting breeding values makes it essential to …
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