This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a McGill University directory, so their courses may be missing. Find their university profile.
Research
Latest papers
Phylogenetic analysis and machine learning identify signatures of selection and predict deleterious mutations in common bean (Phaseolus vulgaris L.).
BMC biology · 2026 · senior author
Simulations of genomic selection implementation pathways in common bean (Phaseolus vulgaris L.) using parametric and nonparametric models.
The plant genome · 2025 · senior author
Environment ensemble models for genomic prediction in common bean (Phaseolus vulgaris L.).
The plant genome · 2025 · senior author
Latest funding
- $90,000
Evolutionary and Functional Dynamics of Cytochrome P450 Genes and Pseudogenes
NSERC · 2023 · Co-investigator
- $25,000
Harnessing AI-powered big data techniques for 3D plant architecture phenotyping and growth pattern modeling
NSERC · 2022 · Co-investigator
- $120,000
Understanding the principles of complex trait inheritance and genetic incompatibility
NSERC · 2020 · Principal investigator
20 publications.
Phylogenetic analysis and machine learning identify signatures of selection and predict deleterious mutations in common bean (Phaseolus vulgaris L.).
Cordoba-Novoa H, Buckler ES, Romay CM, Berthel A, Johnson L, Balasubramanian P, Hoyos-Villegas V
Simulations of genomic selection implementation pathways in common bean (Phaseolus vulgaris L.) using parametric and nonparametric models.
Chiaravallotti I, Hoyos-Villegas V
Environment ensemble models for genomic prediction in common bean (Phaseolus vulgaris L.).
Chiaravallotti I, Pauptit O, Hoyos-Villegas V
Genetic architecture of ideotype-related traits in middle American beans through single trait, multi-trait and epistatic genome-wide analyses.
Cordoba-Novoa HA, Hoyos-Villegas V
Integrated eQTL mapping approach reveals genomic regions regulating candidate genes of the E8-r3 locus in soybean.
Gélinas Bélanger J, Copley TR, Hoyos-Villegas V, O'Donoughue L
Correction: A comprehensive review of in planta stable transformation strategies.
Bélanger J, Copley TR, Hoyos-Villegas V, Charron JB, O'Donoughue L
Probing Biological Nitrogen Fixation in Legumes Using Raman Spectroscopy.
Jafari A, Seth K, Werner A, Shi S, Hofmann R, Hoyos-Villegas V
A comprehensive review of in planta stable transformation strategies.
Bélanger JG, Copley TR, Hoyos-Villegas V, Charron JB, O'Donoughue L
Simulations of multiple breeding strategy scenarios in common bean for assessing genomic selection accuracy and model updating.
Chiaravallotti I, Lin J, Arief V, Jahufer Z, Osorno JM, McClean P, Jarquin D, Hoyos-Villegas V
Dissection of the E8 locus in two early maturing Canadian soybean populations.
Gélinas Bélanger J, Copley TR, Hoyos-Villegas V, O'Donoughue L
Evolutionary and Functional Dynamics of Cytochrome P450 Genes and Pseudogenes
Principal investigators: Hussin, Julie JVVC
Keywords: bioinformatics; cytochrome p450; epistasis; human genomics; multi-omics; phylogeny; plant genomics; population genetics; primate genomics; pseudogenes
Harnessing AI-powered big data techniques for 3D plant architecture phenotyping and growth pattern modeling
Principal investigators: sun, shangpeng SS
Understanding the principles of complex trait inheritance and genetic incompatibility
Principal investigators: Hoyos Villegas, Valerio
Keywords: plant breeding and genetics; quantitative and statistical genetics; population genetics; high-throughput phenotyping; phenomics; deep neural networks; machine learning; genomics
Understanding the principles of complex trait inheritance and genetic incompatibility
Principal investigators: Hoyos Villegas, Valerio
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Mark Lefsrud and Jaswinder Singh: 5 shared papers
- Mark Lefsrud and Shangpeng Sun: 2 shared papers
- Mark Lefsrud and Valerio Hoyos Villegas: 2 shared papers
- Shangpeng Sun and Valerio Hoyos Villegas: 1 shared paper
- Valerio Hoyos Villegas and Jaswinder Singh: 1 shared paper
- Head Office
- Bioresource Engineering
- Plant Science
- Department of Bioresource Engineering
Co-authors at McGill University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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