Carolina Saint Pierre

Centro Internacional de Mejoramiento de Maíz Y Trigo — Mexico

Agricultural and Biological Sciences · Life Sciences

22h-index2.3kcitations67works13.62yr avg
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Research Topics

Genetics and Plant Breeding(38), Wheat and Barley Genetics and Pathology(32), Genetic Mapping and Diversity in Plants and Animals(30), Genetic and phenotypic traits in livestock(23), Crop Yield and Soil Fertility(12)

Publications67 total

Unraveling the genetic basis of general combining ability in CIMMYT elite bread wheat germplasm: implications for breeding strategies optimization
Frontiers in Plant Science·2025Open Access
Enhancing wheat genomic prediction by a hybrid kernel approach
Frontiers in Plant Science·2025· 4 citedOpen Access
Optimizing genomic prediction with transfer learning under a ridge regression framework
The Plant Genome·2025· 1 citedOpen Access
Boosting Genomic Prediction Transferability with Sparse Testing
Genes·2025Open Access
GBLUP Outperforms Quantile Mapping and Outlier Detection for Enhanced Genomic Prediction
International Journal of Molecular Sciences·2025Open Access
Improving wheat grain yield genomic prediction accuracy using historical data
G3 Genes Genomes Genetics·2025· 6 citedOpen Access
Expanding genomic prediction in plant breeding: harnessing big data, machine learning, and advanced software
Trends in Plant Science·2025· 34 citedOpen Access
A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding
Genetics·2024· 26 citedOpen Access
Genotype Performance Estimation in Targeted Production Environments by Using Sparse Genomic Prediction
Plants·2024· 4 citedOpen Access
Machine learning algorithms translate big data into predictive breeding accuracy
Trends in Plant Science·2024· 56 citedOpen Access
Wheat genetic resources have avoided disease pandemics, improved food security, and reduced environmental footprints: A review of historical impacts and future opportunities
Global Change Biology·2024· 32 citedOpen Access
Optimizing Genomic Parental Selection for Categorical and Continuous–Categorical Multi-Trait Mixtures
Genes·2024Open Access
Feature engineering of environmental covariates improves plant genomic-enabled prediction
Frontiers in Plant Science·2024· 6 citedOpen Access
Deep learning methods improve genomic prediction of wheat breeding
Frontiers in Plant Science·2024· 30 citedOpen Access
Data Augmentation Enhances Plant-Genomic-Enabled Predictions
Genes·2024· 5 citedOpen Access
A marker weighting approach for enhancing within-family accuracy in genomic prediction
G3 Genes Genomes Genetics·2023· 8 citedOpen Access
Multivariate Genomic Hybrid Prediction with Kernels and Parental Information
International Journal of Molecular Sciences·2023· 2 citedOpen Access
Do feature selection methods for selecting environmental covariables enhance genomic prediction accuracy?
Frontiers in Genetics·2023· 23 citedOpen Access
Effect of a native bacterial consortium on growth, yield, and grain quality of durum wheat ( <i>Triticum turgidum</i> L. subsp. <i>durum</i> ) under different nitrogen rates in the Yaqui Valley, Mexico
Plant Signaling & Behavior·2023· 18 citedOpen Access
Efficacy of plant breeding using genomic information
The Plant Genome·2023· 6 citedOpen Access
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Frequent Co-authors

José Crossa(23), Leonardo Crespo‐Herrera(16), Osval A. Montesinos‐López(14), Guillermo Gerard(14), Matthew Reynolds(13), Abelardo Montesinos‐López(12), Carolina Sansaloni(9), Thomas Payne(9), Paolo Vitale(9), Susanne Dreisigacker(9), Sukhwinder Singh(7), Peter Wenzl(7), Paulino Pérez‐Rodríguez(7), Prashant Vikram(7), Jorge Franco(6), Juan Burgueño(6), Carlos Guzmán(6), Kai Sonder(6), Alison R. Bentley(6), Maria Tattaris(5)