Faculty profile

Audrey Durand

ResearcherFamily Medicine and Emergency MedicineUniversité Laval

This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Université Laval directory, so their courses and email address may be missing. Find their university profile.

Audrey Durand

Researcher

Family Medicine and Emergency Medicine

Health Sciences

Université Laval

Quebec City, Quebec, Canada

Supervision signals

Has led research grants, which requires an independent research appointment. Ask their department whether they supervise graduate students.
9 publications in the last five years, latest in 2026.
Principal investigator on 4 research grants (2 CIHR, 2 NSERC), most recently in 2025.

These signals come from public records, including CIHR, NSERC and SSHRC funding decisions. Ask the professor or the graduate program whether they are taking new students.

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Publications

Citations

h-index

Collaborators

Grants

Publications by year

Counts cover the works listed on the university profile; citation counts come from Dimensions.

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Signals and details

Research

Intelligence Artificielle Apprentissage Automatique Delphi Médecine D'Urgence Réorientation Soins De Santé Primaire Triage Évaluation Du Risque

Latest papers

Evaluating the Performance of Traditional Pharmacoepidemiologic and Machine Learning Models to Predict Pregnancies at Risk of Major Congenital Malformations.
Birth defects research · 2026
Use of an Integrated Knowledge Translation Approach to Develop an Electronic Patient-Reported Outcome System for Cancer Rehabilitation: Tutorial
JMIR Cancer · 2025
Development of AI-assisted microscopy frameworks through realistic simulation with pySTED.
Nature machine intelligence · 2024

All 14 publications

Latest funding

REcherche pour le Développement d'une applIcation de RÉorientation au triage de l'urgence aveC l'inTelligence artificielle (REDIRECT-IA) : proposition pour l'élaboration du concept scientifique
CIHR · 2025 · Principal investigator
$466,649
Exploitation of artificial intelligence for the extraction of emotional characteristics in works of art for the elaboration of artistic exhibition paths in virtual reality
NSERC · 2023 · Co-investigator
$97,392
Virage numérique de la presse québécoise
NSERC · 2021 · Co-investigator
$115,380

All 10 grants and awards

14 publications.

Evaluating the Performance of Traditional Pharmacoepidemiologic and Machine Learning Models to Predict Pregnancies at Risk of Major Congenital Malformations.

Nohmie G, Lanovaz M, Sheehy O, Longo C, Platt R, Durand A, Damase-Michel C, Bérard A

Birth defects research2026

DOI: 10.1002/bdr2.70117 PMID: 42706690

Use of an Integrated Knowledge Translation Approach to Develop an Electronic Patient-Reported Outcome System for Cancer Rehabilitation: Tutorial

Lopez C, Neil-Sztramko SE, Campbell KL, Langelier DM, Truong T, Gavrylyuk Y, Nyakairu P, Parente L, Durand A, Bender JL

JMIR Cancer2025

DOI: 10.2196/74123

Development of AI-assisted microscopy frameworks through realistic simulation with pySTED.

Bilodeau A, Michaud-Gagnon A, Chabbert J, Turcotte B, Heine J, Durand A, Lavoie-Cardinal F

Nature machine intelligence2024

DOI: 10.1038/s42256-024-00903-w PMID: 39440349

Chronic Stress Exposure Alters the Gut Barrier: Sex-Specific Effects on Microbiota and Jejunum Tight Junctions.

Doney E, Dion-Albert L, Coulombe-Rozon F, Osborne N, Bernatchez R, Paton SEJ, Kaufmann FN, Agomma RO, Solano JL, Gaumond R, Dudek KA, Szyszkowicz JK, Cecile Lepage on behalf of Signature Consortium, Lebel M, Doyen A, Durand A, Lavoie-Cardinal F, Audet MC, Menard C

Biological psychiatry global open science2024

DOI: 10.1016/j.bpsgos.2023.04.007 PMID: 38306213

Reducing touching eyes, nose and mouth ('T-zone') to reduce the spread of infectious disease: A prospective study of motivational, volitional and non-reflective predictors.

Wilson M, van Allen ZM, Grimshaw JM, Brehaut JC, Durand A, Lalonde JF, Manuel DG, Michie S, West R, Presseau J

British journal of health psychology2023

DOI: 10.1111/bjhp.12660 PMID: 36997474

The Influence of Age, Sex, and Socioeconomic Status on Glycemic Control Among People With Type 1 and Type 2 Diabetes in Canada: Patient-Led Longitudinal Retrospective Cross-sectional Study With Multiple Time Points of Measurement.

Mousavi S, Tannenbaum Greenberg D, Ndjaboué R, Greiver M, Drescher O, Chipenda Dansokho S, Boutin D, Chouinard JM, Dostie S, Fenton R, Greenberg M, McGavock J, Najam A, Rekik M, Weisz T, Willison DJ, Durand A, Witteman HO, Diabetes Action Canada Research Questions Prioritization Study

JMIR diabetes2023

DOI: 10.2196/35682 PMID: 37104030

Informing the development of an outcome set and banks of items to measure mobility among individuals with acquired brain injury using natural language processing.

Alhasani R, Godbout M, Durand A, Auger C, Lamontagne A, Ahmed S

BMC neurology2022

DOI: 10.1186/s12883-022-02938-1 PMID: 36494770

Biomedical Research and Informatics Living Laboratory for Innovative Advances of New Technologies in Community Mobility Rehabilitation: Protocol for Evaluation and Rehabilitation of Mobility Across Continuums of Care.

Ahmed S, Archambault P, Auger C, Durand A, Fung J, Kehayia E, Lamontagne A, Majnemer A, Nadeau S, Pineau J, Ptito A, Swaine B

JMIR research protocols2022

DOI: 10.2196/12506 PMID: 35648455

Predicting Visual Improvement After Macular Hole Surgery: A Combined Model Using Deep Learning and Clinical Features.

Lachance A, Godbout M, Antaki F, Hébert M, Bourgault S, Caissie M, Tourville É, Durand A, Dirani A

Translational vision science & technology2022

DOI: 10.1167/tvst.11.4.6 PMID: 35385045

Pharmacists' perceptions of a machine learning model for the identification of atypical medication orders.

Hogue SC, Chen F, Brassard G, Lebel D, Bussières JF, Durand A, Thibault M

Journal of the American Medical Informatics Association : JAMIA2021

DOI: 10.1093/jamia/ocab071 PMID: 33956971

REcherche pour le Développement d'une applIcation de RÉorientation au triage de l'urgence aveC l'inTelligence artificielle (REDIRECT-IA) : proposition pour l'élaboration du concept scientifique

Principal investigatorCIHR2025Project Grant

Principal investigators: Berthelot, Simon; BENHAMED, Axel; Durand, Audrey; Turgeon, Alexis F

Keywords: Apprentissage Automatique; Delphi; Intelligence Artificielle; Médecine D'Urgence; Réorientation; Soins De Santé Primaire; Triage; Évaluation Du Risque

$466,649

Exploitation of artificial intelligence for the extraction of emotional characteristics in works of art for the elaboration of artistic exhibition paths in virtual reality

Co-investigatorNSERC2023Alliance Grants

Principal investigators: Tremblay, Sébastien S

Keywords: AI; Augmented reality; Cognitive ergonomics; Computer vision; Emotional response; Exhibition design; Human Agent Teaming; Museology; Recommender system; Visual Arts

$97,392

Virage numérique de la presse québécoise

Co-investigatorNSERC2021Alliance Grants

Principal investigators: Khoury, Richard

$115,380

Interactive reinforcement learning for adaptive experimental design

Principal investigatorNSERC2020Discovery Grants Program - Individual

Principal investigators: Durand, Audrey

$120,000

Système de pilotage dynamique des micro-tâches associées à l'usinage de pièces métalliques alimenté par des modèles prédictifs

Co-investigatorNSERC2020Alliance Grants

Principal investigators: Gaudreault, Jonathan

$149,999

Interactive reinforcement learning for adaptive experimental design

Principal investigatorNSERC2020Discovery Launch Supplement

Principal investigators: Durand, Audrey

$12,500

Utilisation de l'intelligence artificielle pour prédire quelles combinaisons de médicaments procurent les meilleurs résultats pour la santé

Co-investigatorNSERC2020Collaborative Health Research Projects

Principal investigators: Sirois, Caroline

$603,806

Re-penser la découvrabilité, ou comment garantir l'accès à des contenus culturels canadiens dans l'environnement numérique

Co-investigatorSSHRC2020Insight Grants

Principal investigators: Guèvremont, Véronique

Keywords: droit; diversité culturelle; expressions culturelles; souveraineté; politiques culturelles; découvrabilité; numérique; algorithmes; intelligence artificielle; libre-échange

$283,672

Déterminer la qualité de la polypharmacie chez les aînés : une approche basée sur l'intelligence artificielle

Principal investigatorCIHR2019Collaborative Health Research Projects (NSERC partnered)

Principal investigators: Sirois, Caroline; Émond, Valérie; Durand, Audrey; Khoury, Richard

Keywords: Hospitalisation; Indicateurs; Intelligence Artificielle; Mortalité; Multimorbidité; Médicaments; Personnes Âgées; Polypharmacie; Surveillance

$578,606

DEEL DEpendable & Explainable Learning

Co-investigatorNSERC2018Collaborative Research and Development Grants

Principal investigators: Laviolette, François

$2,362,200

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Paper to mentionMention their CIHR grant from 2025

Subject: Prospective PhD student: Intelligence Artificielle Dear Professor Durand, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "Evaluating the Performance of Traditional Pharmacoepidemiologic and Machine Learning Models to Predict Pregnancies at Risk of Major Congenital Malformations." (2026), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your CIHR-funded project "REcherche pour le Développement d'une applIcation de RÉorientation au triage de l'urgence aveC l'inTelligence artificielle (REDIRECT-IA) : proposition pour l'élaboration du concept scientifique" (2025), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]

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Audrey Durand

Research

Latest papers

Latest funding

Evaluating the Performance of Traditional Pharmacoepidemiologic and Machine Learning Models to Predict Pregnancies at Risk of Major Congenital Malformations.

Use of an Integrated Knowledge Translation Approach to Develop an Electronic Patient-Reported Outcome System for Cancer Rehabilitation: Tutorial

Development of AI-assisted microscopy frameworks through realistic simulation with pySTED.

Chronic Stress Exposure Alters the Gut Barrier: Sex-Specific Effects on Microbiota and Jejunum Tight Junctions.

Reducing touching eyes, nose and mouth ('T-zone') to reduce the spread of infectious disease: A prospective study of motivational, volitional and non-reflective predictors.

The Influence of Age, Sex, and Socioeconomic Status on Glycemic Control Among People With Type 1 and Type 2 Diabetes in Canada: Patient-Led Longitudinal Retrospective Cross-sectional Study With Multiple Time Points of Measurement.

Informing the development of an outcome set and banks of items to measure mobility among individuals with acquired brain injury using natural language processing.

Biomedical Research and Informatics Living Laboratory for Innovative Advances of New Technologies in Community Mobility Rehabilitation: Protocol for Evaluation and Rehabilitation of Mobility Across Continuums of Care.

Predicting Visual Improvement After Macular Hole Surgery: A Combined Model Using Deep Learning and Clinical Features.

Pharmacists' perceptions of a machine learning model for the identification of atypical medication orders.

REcherche pour le Développement d'une applIcation de RÉorientation au triage de l'urgence aveC l'inTelligence artificielle (REDIRECT-IA) : proposition pour l'élaboration du concept scientifique

Exploitation of artificial intelligence for the extraction of emotional characteristics in works of art for the elaboration of artistic exhibition paths in virtual reality

Virage numérique de la presse québécoise

Interactive reinforcement learning for adaptive experimental design

Système de pilotage dynamique des micro-tâches associées à l'usinage de pièces métalliques alimenté par des modèles prédictifs

Interactive reinforcement learning for adaptive experimental design

Utilisation de l'intelligence artificielle pour prédire quelles combinaisons de médicaments procurent les meilleurs résultats pour la santé

Re-penser la découvrabilité, ou comment garantir l'accès à des contenus culturels canadiens dans l'environnement numérique

Déterminer la qualité de la polypharmacie chez les aînés : une approche basée sur l'intelligence artificielle

DEEL DEpendable & Explainable Learning

Frequent collaborators

Flavie Lavoie-Cardinal

Claudine Auger

Sara Ahmed

Daniel Reinharz

Anouk Lamontagne

Tony Reiman

Suzanne Morin

Michelle Greiver

Richard Khoury

Marie-Claude Audet

Joelle Pineau

Alain Ptito

Jonathan McGavock

Sonia Jean

Alexandre Bureau

Annette Majnemer

Emmanuel Bujold

Robert Platt

Jean-Claude Forest

Justin Presseau

Jonathan McGavock

Jacques Corbeil

Sylvie Dodin

Tony Reiman

Gillian Strudwick

Pierre-Luc Déziel

Denis Talbot

Caroline Sirois