William Leclerc

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Audrey Durand
• Flavie Lavoie-Cardinal

Unsupervised deep learning approaches for bacterial phenotype detection

Data Science Health Life Sciences Machine Learning

Benjamin Leblanc

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain

Interprétabilité des réseaux de neurones à fonction d’activation

Data Science Machine Learning

Damien LaRocque

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Philippe Giguère
• François Pomerleau

Ground identification though energy consumption

Computer Vision Data Science Machine Learning Smart Environments

Rémi Lamontagne-Caron

Department(s)

• Department of Radiology

Program(s)

Supervisor(s)

• Simon Duchesne
• Nicolas Doyon

Data Science Health

Sarah Lafrance

Department(s)

• Department of Information and Decision Systems

Program(s)

Supervisor(s)

• Marzia A. Cremona
• Luc Brès

Data Science

Maude Gosselin

Department(s)

• Faculty of Pharmacy

Program(s)

Supervisor(s)

• Caroline Sirois

Utilisation de l’intelligence artificielle pour étudier la polypharmacie chez les aînés

Data Science Health

Raphaëlle Giguère

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Simon Duchesne

Data Science Health Life Sciences

Antoine Gariépy

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Audrey Durand

Bandits for adaptive and personalized recommendations in mHealth applications

Data Science Health Machine Learning

Léandre Gagnon-Lewis

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand

Data Science Machine Learning

Achille Rostan Fossouo Tadjuidje

Department(s)

• School of Actuarial Science

Program(s)

Supervisor(s)

• Marie-Pier Côté

Data Science

William Dubois

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Philippe Giguère
• François Pomerleau

Correcting errors in LiDAR-based maps based on LiDAR bias characterization

Data Science Geospatial Data Smart Environments

Guillaume Desmarais-De Grandpré

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Audrey Durand
• Richard Khoury

Characterizing bias and generalization in machine learning methods for polypharmacy detection

Data Science Health Machine Learning

Aymane Dahbi

Research center(s)

• CRDIG
• CRDM

Department(s)

• Department of Geomatics Science

Program(s)

Supervisor(s)

• Éric Guilbert
• Thierry Badard

Calcul du complexe de Morse-Smale à partir d’un nuage de points au sol pour la génération de réseaux hydrographiques

Data Science Geospatial Data Smart Environments

Olivier Côté

Department(s)

• School of Actuarial Science

Program(s)

Supervisor(s)

• Marie-Pier Côté

Data Science

Pathé Conte

Department(s)

• Department of Information and Decision Systems

Program(s)

Supervisor(s)

• Marzia A. Cremona

Implementation of an R package for motif discovery in functional data

Data Science Life Sciences

Éléonore Chamberland

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Thierry Duchesne

Data Science

Alexandre Bouras

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Richard Khoury

Recommandation d’articles de nouvelles

Data Science Machine Learning Natural Language Processing

Simon Bouchard

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Audrey-Anne Vallée

Data Science

Sandrine Blais-Deschênes

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Josée Desharnais
• Pascal Germain

Data Science

Eline Bisson Pierrin

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Thierry Duchesne

Data Science

Rupali Bhati

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Audrey Durand

Bandits for personalizing interventions in post-cancer follow ups

Data Science Health Machine Learning

Simon Bertrand

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Nadia Tawbi
• Josée Desharnais

Confidentiality Data Science

Renaud Bernatchez

Research center(s)

• CeRVIM
• CERVO
• CRDM

Department(s)

• Department of Psychiatry and Neurosciences

Program(s)

Supervisor(s)

• Audrey Durand
• Flavie Lavoie-Cardinal

Active Learning approaches for online quantitative analysis of optical microscopy

Data Science Machine Learning

Frédéric Beaupré

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Flavie Lavoie-Cardinal

Development of anomaly detection approaches for the detection of early signs of neurodegeneration

Data Science Health Machine Learning

Mathieu Bazinet

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain

Data Science Machine Learning

Lyna Abrougui

Department(s)

• Department of Radiology

Program(s)

Supervisor(s)

• Simon Duchesne

Data Science Health

Mathieu Baillargeon

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Anne-Sophie Charest

Risk measures for synthetic datasets

Confidentiality Data Science

Leila Nombo

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Anne-Sophie Charest

Analysis of differentially private synthetic datasets

Data Science

El Hadji Ousseynou Accrachi

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Anne-Sophie Charest
• M'Hamed Lajmi Lakhal Chaieb

New statistical framework for fine-mapping

Data Science

Samarth Thonta Setty

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Arnaud Droit

Identifying the genetic causes of rare diseases using highthroughput bioinformatic approaches

Data Science Health

Elsa Rousseau

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Jacques Corbeil

Tackling metabolic diseases using high throughput mass spectrometry coupled to artificial intelligence algorithms

Data Science Health

Scott Nugent

Research center(s)

• CERVO

Department(s)

• Department of Radiology

Program(s)

Supervisor(s)

• Simon Duchesne

FDG PET normative data and analysis

Data Science Health

Tania Cuppens

Research center(s)

• CRDM

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Arnaud Droit

Elaboration d’approches de détection de variants structuraux à partir de donńees de type Whole Genome Sequencing

Data Science Health

Iman Beheshti

Research center(s)

• CERVO

Department(s)

• Department of Radiology

Program(s)

Supervisor(s)

• Simon Duchesne

BrainAge patch-based technique

Data Science Health

Jinsong Zhang

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Jean-François Lalonde

Data-driven HDR Illumination from Outdoor Images

Computer Vision Data Science

Elmira Yekani-Khoei

Research center(s)

• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Benoit Gosselin
• François Laviolette

Massive multimodal-sensors data management to predict and monitor epileptic seizures

Data Science Health