Faculty profile

Jacques DE Guise

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Chercheur régulierDepartment of SurgeryUniversité de Montréal

Jacques DE Guise

Chercheur régulier

Department of Surgery

Université de Montréal

Montreal, Quebec, Canada

Supervision signals

This is a research or leadership role; ask the department whether it includes supervision.
16 publications in the last five years, latest in 2026.
Senior (last) author on 3 recent papers, a sign of leading a research group.
Principal investigator on 1 research grant (1 CFI), most recently in 2010.

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Academic metrics

601

Publications

10,568

Citations

Collaborators

Grants

Publications by year

Counts cover the publications linked to this profile. Citations and the h-index appear when the source records them.

Profiles and links

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Signals and details

Research

Read how they describe their research on their Université de Montréal profile.

Latest papers

Automatic Generation of Personalised Human Body 3D Models using a Parametric Model with a Statistical Model to Infer Body Composition from Body Mass Index
International Journal of Human Factors Modelling and Simulation · 2026
AI-Powered Holistic Mental Health Monitoring: Integrating Facial Emotion Recognition, Chatbot, and Voicebot for Personalized Support
2025
Skin Cancer Classification Using a Quad Ensemble
2025 · first author

All 601 publications

Latest funding

Predicting the Progression and Brace Treatment Response in Spinal Deformities with Temporal-based Machine Learning Approaches
CIHR · 2019 · Co-investigator
$864,450
Identification of patients at risk of poor outcomes following total knee arthroplasty: developing a new clinical prediction rule from a multicenter cohort study.
CIHR · 2014 · Co-investigator
$100,000
Comparison of Magnetic Resonance and Ultrasound Elastography with Liver Biopsy for Noninvasive Staging of Liver Fibrosis
CIHR · 2013 · Co-investigator
$262,561

All 12 grants and awards

From the 150 most recent of 601 publications.

Automatic Generation of Personalised Human Body 3D Models using a Parametric Model with a Statistical Model to Infer Body Composition from Body Mass Index

Anaïde Thibault, Thierry Cresson, Jacques A. de Guise, Carlos Vázquez

International Journal of Human Factors Modelling and Simulation2026

DOI: 10.1504/ijhfms.2026.10076989

AI-Powered Holistic Mental Health Monitoring: Integrating Facial Emotion Recognition, Chatbot, and Voicebot for Personalized Support

Sankaran Vijayalakshmi, Jacques A. de Guise, Nimala Deve P

20255 citations

DOI: 10.1109/icdsaai65575.2025.11011757

Skin Cancer Classification Using a Quad Ensemble

Jacques A. de Guise, Manoj Kumar G, S. Jeswanth, G. Bhuvaneswari, Rajesh C B, Bharathi Avula

20252 citationsFirst author

DOI: 10.1109/icmlas64557.2025.10968347

A fine-grained multi-lingual opinion mining method on social media texts using multi-scale fused features-based adaptive residual convolutional LSTM with attention mechanism

D. Kavitha, Ashwin Kumar S, Jacques A. de Guise, M V Guru Prasadh, Sri Krishna S, Sidh Parakh, Vignesh Shriram, Tabish Rashid

Data & Knowledge Engineering20252 citations

DOI: 10.1016/j.datak.2025.102524

Automatic CNN-based 3D/2D non-rigid registration platform for fast 3D femur reconstruction and clinical 3D measurements from Bi-planar radiographs

Nahid Babazadeh Khameneh, Thierry Cresson, Frédéric Lavoie, Jacques A. de Guise, Carlos Vázquez

Computers in Biology and Medicine20252 citationsOpen Access

DOI: 10.1016/j.compbiomed.2025.110676 PMID: 40614512

Analysing the Role of Artificial Intelligence in Customer Experience and Enhancin Retention

Jacques A. de Guise, Dr ELIZABETH RENJU KOSHY -

International Journal For Multidisciplinary Research20251 citationsFirst authorOpen Access

DOI: 10.36948/ijfmr.2025.v07i01.37800

Sign Language Recognition using Deep Learning

Jacques A. de Guise, Ashwin Rai, A. Akkash, Sharon Femi P., Aravind Sharma Kala

2025First author

DOI: 10.1109/esci63694.2025.10988438

Integrative Approaches in Modern Agriculture: Leveraging IoT and Deep Learning for Plant Disease Forecasting Under Climate Change

Swapna Kadam, C. L. Monica, Madhava Katakam, Kamlesh W. Kelwade, Jacques A. de Guise, Gourav Kalra

2025

DOI: 10.1109/iccmc65190.2025.11140939

2D/3D Reconstruction of The Distal Tibiofibular Joint from Biplanar Radiographs Using Deep Learning Registration and Statistical Shape and Intensity Model

Pejman Hashemibakhtiar, Thierry Cresson, Marie‐Lyne Nault, Jacques A. de Guise, Carlos Vázquez

20241 citations

DOI: 10.1109/isbi56570.2024.10635619

Automatic Pulp and Teeth Three-Dimensional Modeling of Single and Multi-Rooted Teeth Based on Cone-Beam Computed Tomography Imaging: A Promising Approach With Clinical and Therapeutic Outcomes

Philippe Harris, Louis S. Harris, Jérôme Harrison, Matthieu Schmittbuhl, Jacques A. de Guise

Cureus20233 citationsSenior authorOpen Access

DOI: 10.7759/cureus.38066 PMID: 37234140

Predicting the Progression and Brace Treatment Response in Spinal Deformities with Temporal-based Machine Learning Approaches

Co-investigatorCIHR2019Project Grant

Principal investigators: Parent, Stefan

Keywords: 3d Reconstruction; Adolescent Idiopathic Scoliosis; Artificial Intelligence; Biomedical Engineering; Biomedical Technology; Classification And Regression Trees; Computer Models; Machine Learning; Prospective Study

$864,450

Identification of patients at risk of poor outcomes following total knee arthroplasty: developing a new clinical prediction rule from a multicenter cohort study.

Co-investigatorCIHR2014Operating Grant - PA: IMHA - New Invest.- Musculoskeletal Health Bridge Funding

Principal investigators: Desmeules, François

Keywords: Arthroplasty; Clinical Prediction Rule; Determinants; Disability; Knee; Multicenter; Osteoarthritis; Pain; Quality Of Life

$100,000

Comparison of Magnetic Resonance and Ultrasound Elastography with Liver Biopsy for Noninvasive Staging of Liver Fibrosis

Co-investigatorCIHR2013Operating Grant

Principal investigators: Tang, An

Keywords: Acoustic Radiation Force Impulse (Arfi); Chronic Liver Disease; Cirrhosis; Diagnostic Performance; Liver Biopsy; Liver Fibrosis; Magnetic Resonance Imaging (Mri); Quantification; Sensitivity And Specificity; Transient Elastography (Fibroscan)

$262,561

Endovascular repair of abdominal aortic aneurysm : Enhanced guidance by elastic registration between CT-Scanner and fluoroscopy

Co-investigatorCIHR2012Operating Grant: Industry-partnered Collaborative Research

Principal investigators: Soulez, Gilles

Keywords: Abdominal Aortic Aneurysm; C-Arm Ct; Ct-Scanner; Digital Substraction Angiography; Endovascular Repair By Stent-Graft; Image Fusion And Registration

$274,796

Comparison of Magnetic Resonance and Ultrasound Elastography with Liver Biopsy for Noninvasive Staging of Liver Fibrosis

Co-investigatorCIHR2012Operating Grant-PA: INMD Start Up Funds (bridge funding) - Clinician Scientists

Principal investigators: Tang, An

$100,000

Monitoring of abdominal aortic aneurysm after endovascular repair by ultrasound elastography: feasibility, optimization and validation

Co-investigatorCIHR2011Operating Grant

Principal investigators: Soulez, Gilles

Keywords: Abdominal Aortic Aneurysm; Endoleaks; Endovascular Treatment; Non-Invasive Vascular Elastography

$631,588

Analysis of local three-dimensional spinal and pelvic measurements as predictive factors for progression of the spinal deformity in adolescent idiopathic scoliosis

Co-investigatorCIHR2010Operating Grant

Principal investigators: Parent, Stefan

Keywords: 3-D Reconstructions; Adolescent Idiopathic Scoliosis; Computer Models; Prospective Study; Spinal Deformity

$229,943

Plateforme de fonctions logicielles pour la visualisation et l’analyse 3D/4D pour le développement d’applications dédiées à l’évaluation morpho fonctionnelle des systèmes locomoteur et vasculaire

Principal investigatorCFI2010John R. Evans Leaders Fund: John R. Evans Leaders Fund – Funding for research infrastructure

Principal investigators: de Guise, Jacques A.

Keywords: imagerie médicale, vasculaire, orthopédie, musculosquelettique, biomécanique, modélisation géométrique, traitement numérique, 3D

$326,807

Innovations in cardiovascular imaging and image-guided therapy to improve patient management

Co-investigatorCFI2009Innovation Fund: Leading Edge Fund 2009

Principal investigators: Soulez, Gilles

Keywords: imaging, image-guided therapy, cardiovascular disease, MRI, fluoroscopy, Doppler ultrasound, angiography, CT, 3D modelization, Vulnerable plaque

$3,999,245

Endovascular repair of abdominal aortic aneurysm: Enhanced planning, guidance and assessment by 2D/3D registration of fluoroscopic, CT, C-arm CT and virtual stent data

Co-investigatorCIHR2008Operating Grant: Industry-partnered Collaborative Research - Other Partner

Principal investigators: Soulez, Gilles; Kauffmann, Claude

Keywords: Abdominal Aortic Aneurysm; C-Arm Ct; Ct-Scan; Digital Substraction Angiography; Endovascular Repair By Stent-Graft; Image Fusion And Registration

$120,845

From public funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998 with their latest competition results, the Canada Foundation for Innovation, Genome Canada, the Canadian Space Agency, Canada Research Chairs, the Fonds de recherche du Québec, Ontario research funding, Michael Smith Health Research BC, the Canadian Cancer Society, Heart & Stroke and Brain Canada.

Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.

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Jacques DE Guise

Research

Latest papers

Latest funding

Automatic Generation of Personalised Human Body 3D Models using a Parametric Model with a Statistical Model to Infer Body Composition from Body Mass Index

AI-Powered Holistic Mental Health Monitoring: Integrating Facial Emotion Recognition, Chatbot, and Voicebot for Personalized Support

Skin Cancer Classification Using a Quad Ensemble

A fine-grained multi-lingual opinion mining method on social media texts using multi-scale fused features-based adaptive residual convolutional LSTM with attention mechanism

Automatic CNN-based 3D/2D non-rigid registration platform for fast 3D femur reconstruction and clinical 3D measurements from Bi-planar radiographs

Analysing the Role of Artificial Intelligence in Customer Experience and Enhancin Retention

Sign Language Recognition using Deep Learning

Integrative Approaches in Modern Agriculture: Leveraging IoT and Deep Learning for Plant Disease Forecasting Under Climate Change

2D/3D Reconstruction of The Distal Tibiofibular Joint from Biplanar Radiographs Using Deep Learning Registration and Statistical Shape and Intensity Model

Automatic Pulp and Teeth Three-Dimensional Modeling of Single and Multi-Rooted Teeth Based on Cone-Beam Computed Tomography Imaging: A Promising Approach With Clinical and Therapeutic Outcomes

Plateforme de fonctions logicielles pour la visualisation et l’analyse 3D/4D pour le développement d’applications dédiées à l’évaluation morpho fonctionnelle des systèmes locomoteur et vasculaire

Innovations in cardiovascular imaging and image-guided therapy to improve patient management

Frequent collaborators

Hubert Labelle

Nicola Hagemeister

Rachid Aissaoui

Neila Mezghani

Stefan Parent

Carl-Eric Aubin

Jean-Marc Mac-Thiong

Guy Cloutier

Carlos Vázquez

Gilles Soulez

Katia Turcot

Amar Mitiche

Max Mignotte

David Roberge

Yvan Petit

Houda Bahig

Stéphane Bedwani

Claude Kauffmann

Guy Drouin

An Tang

Bertrand Lussier