Guillaume Huguet

Centre Hospitalier Universitaire Sainte-Justine

Also affiliated with Centre Universitaire de Mila, Université de Montréal

Biochemistry, Genetics and Molecular BiologyNeuroscience

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 37 papers. Top paper: “Rare CNVs and phenome-wide profiling highlight brain structural divergence and phenotypical convergence”.

Rare CNVs and phenome-wide profiling highlight brain structural divergence and phenotypical convergence

Nature Human Behaviour(2023)10.1038/s41562-023-01541-9

N/A

0.588DataRank · unranked

28 citations

Kuldeep Kumar, Karin Saltoun, Claudia Modenato, Clara Moreau, Sandra Martin‐Brevet +27 more

Effects-sizes of deletions and duplications on autism risk across the genome

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.03.09.979815

N/A

0DataRank · unranked

5 citations

Abderrahim Zeribi, Catherine Schramm, Petra Tamer, Mor Absa Loum, Sabrina Nowak +19 more

Genome wide analysis of gene dosage in 24,092 individuals shows that 10,000 genes modulate cognitive ability

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.04.03.024554

N/A

0DataRank · unranked

3 citations

Catherine Schramm, Élise Douard, Tamer Petra, Antoine Main, Pauline Monin +34 more

Neuropsychiatric copy number variants exert shared effects on human brain structure

medRxiv(2020)10.1101/2020.04.15.20056531

N/A

0DataRank · unranked

3 citations

Kuldeep Kumar, Clara Moreau, Sandra Martin‐Brevet, Guillaume Huguet, Catherine Schramm +27 more

Genome-wide analysis of gene dosage in 24,092 individuals estimates that 10,000 genes modulate cognitive ability

Molecular Psychiatry(2021)10.1038/s41380-020-00985-z

N/A

0DataRank · unranked

67 citations

Catherine Schramm, Élise Douard, Petra Tamer, Antoine Main, Pauline Monin +34 more

Effects of eight neuropsychiatric copy number variants on human brain structure

Translational Psychiatry(2021)10.1038/s41398-021-01490-9

N/A

0DataRank · unranked

47 citations

Kuldeep Kumar, Clara Moreau, Sandra Martin‐Brevet, Guillaume Huguet, Catherine Schramm +95 more

Endocannabinoid Gene × Gene Interaction Association to Alcohol Use Disorder in Two Adolescent Cohorts

Frontiers in Psychiatry(2021)10.3389/fpsyt.2021.645746

N/A

0DataRank · unranked

9 citations

Sean Spinney, Daniel E. Vosberg, Tobias Banaschewski, Arun L.W. Bokde, Erin Burke Quinlan +23 more

Sub-diagnostic effects of genetic variants associated with autism

medRxiv(2021)10.1101/2021.02.12.21251621

N/A

0DataRank · unranked

2 citations

Freddy Cliquet, Richard Anney, Clara Moreau, Nicolas Traut, Alexandre Mathieu +20 more

Copy-Number Variants in The Contactin-5 Gene Are a Potential Risk Factor for Autism Spectrum Disorder

Research Square(2021)10.21203/rs.3.rs-660740/v1

N/A

0DataRank · unranked

0 citations

Guillaume Huguet, Qin He, Amélie Musa-Johnson, Élise Douard, Mor Absa Loum +16 more

Genetic Heterogeneity Shapes Brain Connectivity in Psychiatry

Biological Psychiatry(2022)10.1016/j.biopsych.2022.08.024

N/A

0DataRank · unranked

28 citations

Annabelle Harvey, Kuldeep Kumar, Guillaume Huguet, Sebastian Urchs, Élise Douard +24 more

Brain functional connectivity mirrors genetic pleiotropy in psychiatric conditions

Brain(2022)10.1093/brain/awac315

N/A

0DataRank · unranked

24 citations

Kuldeep Kumar, Annabelle Harvey, Guillaume Huguet, Sebastian Urchs, Laura M. Schultz +21 more

Rare copy number variation in posttraumatic stress disorder

Molecular Psychiatry(2022)10.1038/s41380-022-01776-4

N/A

0DataRank · unranked

6 citations

Worrawat Engchuan, Guillaume Huguet, Marieke Klein, Jeffrey R. MacDonald, Omar Shanta +87 more

Copy-number variants in the contactin-5 gene are a potential risk factor for autism spectrum disorder

Research in autism spectrum disorders(2022)10.1016/j.rasd.2022.102055

N/A

0DataRank · unranked

3 citations

Guillaume Huguet, Qin He, Amélie Musa-Johnson, Élise Douard, Mor Absa Loum +18 more

Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds

arXiv (Cornell University)(2022)10.48550/arxiv.2211.00805

N/A

0DataRank · unranked

1 citations

Alexander Tong, María Ramos Zapatero, Tape, Christopher J., Guy Wolf, Smita Krishnaswamy +1 more

Phenotypic effects of genetic variants associated with autism

Nature Medicine(2023)10.1038/s41591-023-02408-2

N/A

0DataRank · unranked

82 citations

Freddy Cliquet, Richard Anney, Clara Moreau, Nicolas Traut, Alexandre Mathieu +20 more

Subcortical Brain Alterations in Carriers of Genomic Copy Number Variants

American Journal of Psychiatry(2023)10.1176/appi.ajp.20220304

N/A

0DataRank · unranked

26 citations

Claudia Modenato, Clara Moreau, Christopher R. K. Ching, Annabelle Harvey, Sandra Martin‐Brevet +35 more

Time-Inhomogeneous Diffusion Geometry and Topology

SIAM Journal on Mathematics of Data Science(2023)10.1137/21m1462945

N/A

0DataRank · unranked

3 citations

Alexander Tong, Bastian Rieck, Jessie Huang, Manik Kuchroo, Matthew Hirn +3 more

Improving and generalizing flow-based generative models with minibatch optimal transport

arXiv (Cornell University)(2023)10.48550/arxiv.2302.00482

N/A

0DataRank · unranked

31 citations

Kilian Fatras, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks +3 more

Simulation-free Schrödinger bridges via score and flow matching

arXiv (Cornell University)(2023)10.48550/arxiv.2307.03672

N/A

0DataRank · unranked

6 citations

Nikolay Malkin, Kilian Fatras, Lazar Atanackovic, Yan‐Lei Zhang, Guillaume Huguet +3 more

Using rare genetic mutations to revisit structural brain asymmetry

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.04.17.537199

N/A

0DataRank · unranked

4 citations

Kuldeep Kumar, Kimia Shafighi, Karin Saltoun, Claudia Modenato, Clara Moreau +25 more

Geodesic Sinkhorn For Fast and Accurate Optimal Transport on Manifolds

PubMed(2023)10.1109/mlsp55844.2023.10285995

N/A

0DataRank · unranked

4 citations

Alexander Tong, María Ramos Zapatero, Christopher J. Tape, Guy Wolf, Smita Krishnaswamy +1 more

Subcortical brain alterations in carriers of genomic copy number variants

medRxiv(2023)10.1101/2023.02.14.23285913

N/A

0DataRank · unranked

2 citations

Claudia Modenato, Clara Moreau, Christopher R. K. Ching, Annabelle Harvey, Sandra Martin‐Brevet +36 more

Copy-number variants and polygenic risk for intelligence confer risk for autism spectrum disorder irrespective of their effects on cognitive ability

medRxiv(2023)10.1101/2023.11.29.23299190

N/A

0DataRank · unranked

0 citations

Vincent-Raphaël Bourque, Élise Douard, Guillaume Huguet, Cécile Poulain, Jay P. Ross +19 more

Genetic and phenotypic similarity across major psychiatric disorders: a systematic review and quantitative assessment

Translational Psychiatry(2024)10.1038/s41398-024-02866-3

N/A

0DataRank · unranked

41 citations

Cécile Poulain, Catherine Proulx, Clara Moreau, Ridha Joober, Baudouin Forgeot d’Arc +3 more

Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes

Cell Genomics(2024)10.1016/j.xgen.2024.100721

N/A

0DataRank · unranked

6 citations

Thomas Renné, Cécile Poulain, Alma Dubuc, Kuldeep Kumar, Sayeh Kazem +25 more

Using rare genetic mutations to revisit structural brain asymmetry

Nature Communications(2024)10.1038/s41467-024-46784-w

N/A

0DataRank · unranked

8 citations

Kuldeep Kumar, Kimia Shafighi, Karin Saltoun, Claudia Modenato, Clara Moreau +25 more

Challenges in multi-task learning for fMRI-based diagnosis: Benefits for psychiatric conditions and CNVs would likely require thousands of patients

Imaging Neuroscience(2024)10.1162/imag_a_00222

N/A

0DataRank · unranked

3 citations

Clara Moreau, Kuldeep Kumar, Guillaume Huguet, Sebastian Urchs, Hanad Sharmarke +17 more

Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12779

N/A

0DataRank · unranked

4 citations

Danqi Liao, Kincaid Macdonald, Yanlei Zhang, Chen Liu, Guillaume Huguet +5 more

Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.04.16.589618

N/A

0DataRank · unranked

3 citations

Thomas Renne, Cécile Poulain, Alma Dubuc, Kuldeep Kumar, Sayeh Kazem +25 more

ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images

arXiv (Cornell University)(2024)10.48550/arxiv.2406.14794

N/A

0DataRank · unranked

1 citations

Ke Xu, Liangbo L. Shen, Guillaume Huguet, Zilong Wang, Alexander Tong +6 more

Copy number variants and the tangential expansion of the cerebral cortex

Nature Communications(2025)10.1038/s41467-025-56855-1

N/A

0DataRank · unranked

3 citations

Kuldeep Kumar, Jakub Kopál, Guillaume Huguet, Zohra Saci, Martineau Jean‐Louis +6 more

A pattern-learning algorithm associates copy number variations with brain structure and behavioural variables in an adolescent population cohort

Nature Biomedical Engineering(2025)10.1038/s41551-025-01454-0

N/A

0DataRank · unranked

1 citations

Guillaume Huguet, Justin Marotta, Shambhavi Aggarwal, Nicole Osayande, Kuldeep Kumar +11 more

Determinants of functional burden pleiotropy and gene dosage responses across human traits

medRxiv(2025)10.1101/2025.02.25.25322833

N/A

0DataRank · unranked

3 citations

Kuldeep Kumar, Guillaume Huguet, Florian Benitiere, Josephine Mollon, Thomas Renne +12 more

Cortical differences across psychiatric disorders and associated common and rare genetic variants

medRxiv(2025)10.1101/2025.04.16.25325971

N/A

0DataRank · unranked

2 citations

Zhijie Liao, Jakub Kopál, Clara Moreau, Christopher R. K. Ching, Claudia Modenato +30 more

Determinants of pleiotropy and monotonic gene dosage responses across human traits

Research Square(2025)10.21203/rs.3.rs-7547111/v1

N/A

0DataRank · unranked

0 citations

Kuldeep Kumar, Guillaume Huguet, Josephine Mollon, Thomas Renne, Laura M. Schultz +13 more

Mutations associated with neuropsychiatric conditions delineate functional brain connectivity dimensions contributing to autism and schizophrenia

Nature Communications(2020)10.1038/s41467-020-18997-2

N/A

0DataRank · unranked

67 citations

Sebastian Urchs, Kuldeep Kumar, Pierre Orban, Catherine Schramm, Guillaume Dumas +17 more

Mirror effect of genomic deletions and duplications on cognitive ability across the human cerebral cortex

Research Square(2025)10.21203/rs.3.rs-8099338/v1

N/A

0DataRank · unranked

0 citations

Sayeh Kazem, Guillaume Huguet, Worrawat Engchuan, Jakub Kopál, Thomas Renne +22 more