Author

Samuel Guay

Hôpital du Sacré-Cœur de MontréalORCID 0000-0001-6990-839XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2 Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:multiome· 1 Organism:rat· 1 Approach:statistical model· 1

Frequent Co-Authors

Louis De BeaumontiD· 3 shared Abdullah ZafariD· 1 shared Alain P. Gratton· 1 shared Arnaud BoréiD· 1 shared Chloé Provost· 1 shared Emmanuelle RenauldiD· 1 shared Etienne St‐OngeiD· 1 shared François RheaultiD· 1 shared

Activity by Year

2018-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 22 mutual co-author links

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3 shared papersNeuroscience

Louis De BeaumontORCID

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3 papers

Recent·Most cited

BioengineeringbioRxivPreprintJul 6, 2026

Approaching the limit: Modeling the physiological bounds of playable space in football

Abdullah Zafar, Matthias Krüll, Samuel Guay, Louis De Beaumont

This paper introduces Phys-PC, a physiology-aware model for football pitch control that detects structural patterns and predicts match outcomes based on physiological constraints.

DOI 10.64898/2026.07.04.736520

statistical model

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NeuroscienceScientific DataPeer-reviewedNov 25, 2022

TractoInferno: A large-scale, open-source, multi-site database for machine learning dMRI tractography

Philippe Poulin, Guillaume Theaud, François Rheault…·Maxime Descoteaux

TractoInferno provides a large-scale, multi-site database for benchmarking machine learning tractography methods using standardized data and evaluation protocols.

46 citations

humanmultiome

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NeurosciencebioRxivPreprintOct 1, 2018

In vivo cerebral microdialysis validation of the acute central glutamate response in a translational rat model of concussion combining force and rotation

Ian Omer Massé, Luc Moquin, Chloé Provost…·Louis De Beaumont

This study validates the Wayne State weight-drop model of concussion in rats using cerebral microdialysis, showing a 3-fold increase in hippocampal glutamate levels within 10 minutes of injury.

DOI 10.1101/432633

ratexperimental assay

𝕏 PostBluesky