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J

José Crossa

post-graduate college

109H-index
821Paper Count
4.2WCitation Count
Published Papers 169
Publication Date
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Multimodality, interaction modeling, and multimodule architectures in genomic prediction: A unified conceptual framework
errPlant Genome
IF3.8
err2026-08-21
err0
errOAAI
errJ. Crossa; J. Sun; A. Montesinos-López; P. Pérez-Rodríguez; P. Vitale; S. Pérez-Elizalde; R. Howard; O. A. Montesinos López
errShare
errSave
Nonlinear genomic selection index accelerates multi-trait crop improvement
errNature Communications
IF15.7
err2026-02-20
err0
errOAAI
errJ. Jesús Cerón-Rojas; Osval A. Montesinos-López; Abelardo Montesinos-López; Paolo Vitale; Paulino Pérez-Rodríguez; Samuel B. Fernandes; Rodomiro Ortiz; José Crossa
errShare
errSave
Skim-sequencing for genomic selection in wheat: a comparison of marker platforms
errThe Plant Genome
IF0
err2026-01-30
err0
errOAAI
errJared L. Crain; José Crossa; Lee DeHaan; Susanne Dreisigacker; Jesse Poland; Ravi P. Singh; Paolo Vitale
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errSave
Bayesian neural networks for genomic prediction: uncertainty quantification and SNP interpretation with SHAP and GWAS
errTheoretical and Applied Genetics
IF4.2
err2026-01-10
err0
PREAI
errJin Sun; Xiaoran Zhang; Xiaowei You; Osval A. Montesinos-López; Abelardo Montesinos-López; José Crossa; Mark E. Sorrells
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errSave
Hybrid kernels integrating genomic and multispectral data improve wheat genomic prediction accuracy
errPLANT GENOME
IF3.8
err2025-12-30
err0
errOAAI
errMontesinos-Lopez, Osval A.; Martinez-Regalado, Joel A.; Murillo-Avalos, Cintia Leonora; Herr, Andrew W.; Montesinos-Lopez, Abelardo; Delgado-Enciso, Ivan; Cuevas, Jaime; Crossa, Jose; Carter, Arron H.
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errSave
Genotyping analysis of over 130,000 CIMMYT bread wheat breeding lines: A decade-long effort in optimizing wheat genotyping
errPLANT GENOME
IF3.8
err2025-12-09
err0
errOAAI
errShrestha, Sandesh; Adhikari, Laxman; Crain, Jared; Dreisigacker, Susanne; Wu, Shuangye; Singh, Ravi Prakash; Mondal, Suchismita; Juliana, Philomin; Crossa, Jose; Lucas, Mark; Elbasyoni, Ibrahim; Poland, Jesse
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errSave
Comparing statistical ‘phenomic prediction’ models for remote-sensing-based phenotyping of maize susceptibility to common rust
errPlant Phenomics
IF6.4
err2025-11-05
err0
errOAAI
errJohannes W.R. Martini; Osval A. Montesinos-Lopez; Jose Crossa; Rodomiro Ortiz
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errSave
Unraveling the genetic basis of general combining ability in CIMMYT elite bread wheat germplasm: implications for breeding strategies optimization
errFrontiers in Plant Science
IF4.8
err2025-10-17
err0
errOAAI
errJosé I. Saavedra-Ávila†; Guillermo S. Gerard†; Salvatore Esposito; Velu Govindan; Julio Huerta-Espino; Zerihun Tadesse; Susanne Dreisigacker; Carolina Saint Pierre; Angela Pacheco; Fernando Toledo; Keith A. Gardner; Leonardo Crespo-Herrera; José Crossa; Paolo Vitale
errShare
errSave
Genomic prediction powered by multi-omics data
errFrontiers in Genetics
IF2.8
err2025-10-01
err0
errOAAI
errOsval A. Montesinos-López†; Abelardo Montesinos-López; Brandon Alejandro Mosqueda-González; Iván Delgado-Enciso; Moises Chavira-Flores; José Crossa; Susanne Dreisigacker; Jin Sun; Rodomiro Ortiz
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errSave
Near-Infrared Spectroscopy-Based Phenomics Data Can Improve Genomic Prediction of Agronomic and Grain Quality Traits Across Multi-Environment Sorghum Hybrid Trials
errPlants 2025, Vol. 14, Page 2871
IF4.1
err2025-09-27
err0
errOAAI
errPradip Sapkota; Jales Fonseca; Ramasamy Perumal; José Crossa; William L. Rooney
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errSave
Integration of physiological and remote sensing traits for improved genomic prediction of wheat yield
errThe Plant Genome
IF0
err2025-09-04
err0
errOAAI
errGuillermo García-Barrios; Carlos A. Robles-Zazueta; Abelardo Montesinos-López; Osval A. Montesinos-López; Matthew P. Reynolds; Susanne Dreisigacker; José A. Carrillo-Salazar; Liana G. Acevedo-Siaca; Margarita Guerra-Lugo; Gilberto Thompson; José A. Pecina-Martínez; José Crossa
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errSave
Bayesian divergence-based approach for genomic multitrait ordinal selection
errG3-GENES GENOMES GENETICS
IF2.2
err2025-09-01
err0
errOAAI
errVillar-Hernandez, Bartolo de J.; Singh, Pawan; Lozano-Ramirez, Nerida; Vitale, Paolo; Gerard, Guillermo; Breseghello, Flavio; Dreisigacker, Susanne; Crossa, Jose
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errSave
Optimizing genomic prediction with transfer learning under a ridge regression framework
errThe Plant Genome
IF0
err2025-07-17
err0
errOAAI
errOsval A. Montesinos-López; Eduardo A. Barajas-Ramirez; Josafhat Salinas-Ruiz; Abelardo Montesinos-López; Guillermo Gerard; Paolo Vitale; Susanne Dreisigacker; Carolina Saint Pierre; José Crossa
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errSave
EXGEP: a framework for predicting genotype-by-environment interactions using ensembles of explainable machine-learning models
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2025-07-01
err0
PREAI
errYu, Tingxi; Zhang, Hao; Chen, Shoukun; Gao, Shang; Liu, Ze; Wang, Jiankang; Crossa, Jose; Montesinos-Lopez, Osval A.; Hearne, Sarah; Li, Huihui
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errSave
Artificial intelligence meets genomic selection: comparing deep learning and GBLUP across diverse plant datasets
errFRONTIERS IN GENETICS
IF2.8
err2025-04-29
err0
errOAAI
errMontesinos-Lopez, Abelardo; Montesinos-Lopez, Osval A.; Ramos-Pulido, Sofia; Mosqueda-Gonzalez, Brandon Alejandro; Guerrero-Arroyo, Edgar Alejandro; Crossa, Jose; Ortiz, Rodomiro
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errSave
Fast-forwarding plant breeding with deep learning-based genomic prediction
errJournal of Integrative Plant Biology
IF9.3
err2025-04-14
err0
errOAAI
errShang Gao; Tingxi Yu; Awais Rasheed; Jiankang Wang; Jose Crossa; Sarah Hearne; Huihui Li
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errSave
GBLUP Outperforms Quantile Mapping and Outlier Detection for Enhanced Genomic Prediction
errINTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
IF4.9
err2025-04-11
err0
errOAAI
errMontesinos-Lopez, Osval Antonio; Crossa, Jose; Vitale, Paolo; Gerard, Guillermo; Crespo-Herrera, Leonardo; Dreisigacker, Susanne; Pierre, Carolina Saint; Posadas, Luis G.; Agbona, Afolabi; Buenrostro-Mariscal, Raymundo; Montesinos-Lopez, Abelardo; Chawade, Aakash
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errSave
A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding
errGENETICS
IF5.1
err2024-11-05
err0
PREAI
errMontesinos-Lopez, Osval A.; Chavira-Flores, Moises; Kiasmiantini, Leo; Crespo-Herrera, Leo; Saint Piere, Carolina; Li, Huihui; Fritsche-Neto, Roberto; Al-Nowibet, Khalid; Montesinos-Lopez, Abelardo; Crossa, Jose
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errSave
Genotype Performance Estimation in Targeted Production Environments by Using Sparse Genomic Prediction
errPLANTS-BASEL
IF4.1
err2024-10-31
err0
errOAAI
errMontesinos-Lopez, Osval A.; Vitale, Paolo; Gerard, Guillermo; Crespo-Herrera, Leonardo; Saint Pierre, Carolina; Montesinos-Lopez, Abelardo; Crossa, Jose
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errSave
A graph model for genomic prediction in the context of a linear mixed model framework
errPLANT GENOME
IF3.8
err2024-10-07
err0
errOAAI
errMontesinos-Lopez, Osval A.; Prado, Gloria Isabel Huerta; Montesinos-Lopez, Jose Cricelio; Montesinos-Lopez, Abelardo; Crossa, Jose
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Kazuko Yamaguchi‐Shinozaki
H-index: 159 · Papers: 457
X
Xun Xu
H-index: 148 · Papers: 1.1K
R
Rajeev K. Varshney
H-index: 139 · Papers: 1.5K
K
Kadambot H. M. Siddique
H-index: 129 · Papers: 1.4K
E
Edward S. Buckler
H-index: 118 · Papers: 443
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