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Sylvain Bouix

Magnetic Resonance Imaging (MRI) Traumatic Brain Injury (TBI) Biomarkers High-Dimensional Statistical Analysis Neurodegenerative Disease Imaging Machine Learning For Neuroimaging

About

Dr. Sylvain Bouix is a Full Professor in the Department of Software and IT Engineering at the École de technologie supérieure (ÉTS) in Montreal. He is a world-renowned expert in Medical Image Analysis and Neuroimaging, with a specialized research program dedicated to the study of Traumatic Brain Injury (TBI), psychiatric disorders, and neurodegenerative diseases. As the director of the Medical Image Analysis Laboratory (MIAL) and an associate academic member of Mila (Quebec AI Institute), Dr. Bouix focuses on developing advanced computational tools to extract meaningful biomarkers from complex MRI data. His work utilizes high-dimensional statistics, geometry, and machine learning to improve the diagnosis, prognosis, and treatment monitoring of brain-related conditions, particularly through the lens of "Big Data" and international multi-center collaborations.

Research Performance Summary

328
Total Papers
12191
Total Citations
58
H-Index
1998-2026
Active Research Span

First Recorded Paper

VISION: segmentation, indexing and retrieval of digital videos

Year: 1998

Citations: 7

Venue: University of Kansas, Electrical Engineering and Computer Science

Latest Recorded Paper

Exploring Entropy-based Active Learning for Fair Brain Segmentation

Year: 2026

Citations: 0

Venue: Medical Imaging with Deep Learning

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
6
2025
33
2024
23
2023
19
2022
15
2021
17
2020
16
2019
8
2018
13
2017
14
2016
9

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 53
Journal 41
Book 4

Top Coauthors

Bouix Shenton

Research Impact by Period

2025-2026

Period Stats
Papers 39
Citations 122
Avg. Citations / Paper 3.1
H-Index 7

2020-2024

Period Stats
Papers 90
Citations 1214
Avg. Citations / Paper 13.5
H-Index 21

2015-2019

Period Stats
Papers 65
Citations 3218
Avg. Citations / Paper 49.5
H-Index 27

2010-2014

Period Stats
Papers 69
Citations 4213
Avg. Citations / Paper 61.1
H-Index 31

2005-2009

Period Stats
Papers 49
Citations 2400
Avg. Citations / Paper 49
H-Index 21

2000-2004

Period Stats
Papers 12
Citations 751
Avg. Citations / Paper 62.6
H-Index 7

1995-1999

Period Stats
Papers 4
Citations 273
Avg. Citations / Paper 68.2
H-Index 3

Contact and Professional Links

Contact Information

sylvain.bouix@etsmtl.ca

Detected Research Keywords

American Football Players Diffusion Tensor Imaging Traumatic Brain Injury Former American Football Mild Traumatic Brain White Matter Microstructure Accelerating Medicines Partnership Medicines Partnership Schizophrenia First Episode Schizophrenia Tensor Imaging Study