Osval A. Montesinos-López

facultad de telematica

5H指数

30论文数

104被引数

收录论文 8

发表时间

Multimodal deep learning improves cross-environment prediction of durum wheat yield components 多模态深度学习改善了 durum wheat 产量组分的环境间预测

BMC Plant Biology

IF4.8

2026-03-18

OAAI

Abelardo Montesinos-López; Damiano Puglisi; Paolo Vitale; Fabio Fania; José Crossa; Osval A. Montesinos-López; Pasquale De Vita

Genomic prediction powered by multi-omics data 由多组学数据驱动的基因组预测

Frontiers in Genetics

IF2.8

2025-10-01

OAAI

Osval A. Montesinos-López†; Abelardo Montesinos-López; Brandon Alejandro Mosqueda-González; Iván Delgado-Enciso; Moises Chavira-Flores; José Crossa; Susanne Dreisigacker; Jin Sun; Rodomiro Ortiz

Boosting Genomic Prediction Transferability with Sparse Testing 通过稀疏测试提升基因组预测的迁移能力

genes

IF0

2025-08-17

OAAI

Osval A. Montesinos-López; Jose Crossa; Paolo Vitale; Guillermo Gerard; Abelardo Montesinos-López; Reka Howard

Enhancing wheat genomic prediction by a hybrid kernel approach 通过混合核方法提升小麦基因组预测

Frontiers in Plant Science

IF4.8

2025-08-02

OAAI

Jaime Cuevas; Jose Crossa; Abelardo Montesinos-López; Johannes W. R. Martini; Guillermo Sebastiáń Gerard; Jaime Ortegón; Susanne Dreisigacker; Velu Govindan; Paulino Pérez-Rodríguez; Carolina Saint Pierre; Leonardo Abdiel Crespo Herrera; Osval A. Montesinos-López; Paolo Vitale

EXGEP: a framework for predicting genotype-by-environment interactions using ensembles of explainable machine-learning models EXGEP：一种使用可解释机器学习模型集成来预测基因型与环境互作关系的框架

BRIEFINGS IN BIOINFORMATICS

IF7.7

2025-07-01

PREAI

Yu, Tingxi; Zhang, Hao; Chen, Shoukun; Gao, Shang; Liu, Ze; Wang, Jiankang; Crossa, Jose; Montesinos-Lopez, Osval A.; Hearne, Sarah; Li, Huihui

GBLUP Outperforms Quantile Mapping and Outlier Detection for Enhanced Genomic Prediction GBLUP 在增强基因组预测方面优于分位数映射和异常值检测

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

IF4.9

2025-04-11

OAAI

Montesinos-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

Genotype Performance Estimation in Targeted Production Environments by Using Sparse Genomic Prediction

PLANTS-BASEL

IF4.1

2024-10-31

OAAI

Montesinos-Lopez, Osval A.; Vitale, Paolo; Gerard, Guillermo; Crespo-Herrera, Leonardo; Saint Pierre, Carolina; Montesinos-Lopez, Abelardo; Crossa, Jose

A guide for kernel generalized regression methods for genomic-enabled prediction

HEREDITY

IF3.9

2021-03-01

OAAI

Montesinos-Lopez, Abelardo; Montesinos-Lopez, Osval Antonio; Montesinos-Lopez, Jose Cricelio; Flores-Cortes, Carlos Alberto; de la Rosa, Roberto; Crossa, Jose

研究方向