Francois Abram - Zimmer Biomet | 人才画像

基本信息

Career Trajectory

Bio

Hi everybody! I am Francois Abram, a Computer Sciences specialist, B.Sc. in I.A., M.Sc. in Signal and in Image Processing, Ph.D. in Medical Image Processing. I was formerly working on OsteoArthritis trying to extract OA markers from MRI images of OA knees (ArthroLab, Montreal, QC). Currently, I am working on surgical systems (Zimmer Biomet, Montreal, QC) where I deal with CT scan analysis for pre-op and op procedures. I have also freelance collaborations with research institutions.

Research Interests

Papers共 136 篇Author StatisticsCo-AuthorSimilar Experts

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Comprehensive Comparative Analysis of Infrapatellar Fat Pad Morphologies in a Longitudinal Knee Osteoarthritis Exploratory Study: New Insights into Its Role As an Independent Prognostic Marker

Jean-Pierre Pelletier, Patrice Paiement,François Abram,Marc Dorais,Jean-Pierre Raynauld,Johanne Martel-Pelletier

Arthritis Research & Therapyno. 1 (2025): 1-13

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OP0292 TO EXPLORE LONGITUDINALLY IN KNEE OSTEOARTHRITIS IF INFRAPATELLAR FAT PAD MORPHOLOGY COULD BE A PROGNOSTIC MARKER WITH THE DISEASE SYMPTOMS, JOINT STRUCTURAL CHANGES, AND OUTCOMES: NOT A SIMPLE ANSWER TO A COMPLEX QUESTION

Pelletier J.P.,Paiement P.,Abram F.,Dorais M., Martel-Pelletier J.

Annals of the Rheumatic Diseases (2024): 123

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J. P. Pelletier,P. Paiement,F. Abram,M. Dorais, J. Martel-Pelletier

Scientific Abstracts (2024)

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A Longitudinal Study of Infrapatellar Fat Pad Morphologies As Predictive Markersin Knee Osteoarthritis

Jean-Pierre Pelletier,Patrice Paiement,Francois Abram,Marc Dorais,Johanne Martel-Pelletier

ARTHRITIS & RHEUMATOLOGY (2024): 4244-4245

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Prediction of knee osteoarthritis cartilage volume loss over time with baseline bone curvature regions as the biomarkers. usage of machine learning

J. Martel-Pelletier,H. Bonakdari,F. Abram,J. -P. Pelletier

AGING CLINICAL AND EXPERIMENTAL RESEARCH (2023): S61-S62

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Single Nucleotide Polymorphism Genes and Mitochondrial DNA Haplogroups As Biomarkers for Early Prediction of Knee Osteoarthritis Structural Progressors: Use of Supervised Machine Learning Classifiers

Bonakdari Hossein,Pelletier Jean-Pierre,Blanco Francisco J.,Rego-Pérez Ignacio,Durán-Sotuela Alejandro,Aitken Dawn,Jones Graeme,Cicuttini Flavia,Jamshidi Afshin,Abram François,Martel-Pelletier Johanne

BMC Medicine（2022）

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AB0994 Exploring Knee Osteoarthritis Pain Trajectories and Movement-Evoked Pain Changes During a 24-Week Outdoor Walking Program (WALK)

S. Drummen,S. Balogun,L. Scheepers,I. Munugoda,A. Lahham,K. Bennell,R. Hinman,M. Callisaya,G. Cai,P. Otahal,T. Winzenberg, Z. Wang,B. Antony, J. Martel-Pelletier, J. P. Pelletier,F. Abram, G. Jones,D. Aitken

Annals of the Rheumatic Diseasesno. Suppl 1 (2022): 1622.1-1622

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Baseline Bone Curvature a Biomarker for the Prediction of Knee Osteoarthritis Cartilage Volume Loss at One-Year. Use of Machine Learning

Johanne Martel-Pelletier,Hossein Bonakdari,Jean-Pierre Pelletier,Francois Abram

ARTHRITIS & RHEUMATOLOGY（2022）

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Vastus Medialis Intramuscular Fat is Associated with Reduced Quadriceps Strength, but Not Knee Osteoarthritis Severity

Anthony Teoli,Johanne Martel-Pelletier,Francois Abram,Jean-Pierre Pelletier,Shawn M. Robbins

Clinical Biomechanics（2022）

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GENETIC BIOMARKERS, SNP GENES AND MTDNA HAPLOGROUPS, PREDICT OSTEOARTHRITIS STRUCTURAL PROGRESSORS THROUGH THE USE OF SUPERVISED MACHINE LEARNING

H. Bonakdari,J. P. Pelletier,F. J. Blanco,I. Rego-Perez,A. Duran-Sotuela,D. Aitken,G. Jones,F. Cicuttini,A. Jamshidi,F. Abram,J. Martel-Pelletier

Annals of the Rheumatic Diseasesno. Suppl 1 (2022): 352.2-352

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