Faculty profile
Jamal Bentahar
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Concordia University directory, so their courses and email address may be missing. Find their university profile.
Latest papers
End-to-end framework integrating generative AI and deep reinforcement learning for autonomous ultrasound scanning.
Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society · 2026
CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning.
Computers in biology and medicine · 2025
Comprehensive review of reinforcement learning for medical ultrasound imaging.
Artificial intelligence review · 2025
Latest funding
- $55,000
Efficient Multi-Agent Models and Algorithms for Autonomous Complex Systems
NSERC · 2024 · Principal investigator
- $195,110
An Autonomous Robot for Quantitative UltraSound (ARQUS) Measurements
NSERC · 2023 · Co-investigator
- $170,000
Revolutionary Directions for New Generation of Smart, Trusted and Verifiable Distributed Cloud Services
NSERC · 2019 · Principal investigator
5 publications.
End-to-end framework integrating generative AI and deep reinforcement learning for autonomous ultrasound scanning.
Elmekki H, Spilkin A, Zakeri E, Zanuttini AM, Alagha A, Sami H, Bentahar J, Kadem L, Xie WF, Pibarot P, Mizouni R, Otrok H, Mourad A, Muhaidat S
CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning.
Elmekki H, Alagha A, Sami H, Spilkin A, Zanuttini AM, Zakeri E, Bentahar J, Kadem L, Xie WF, Pibarot P, Mizouni R, Otrok H, Singh S, Mourad A
Comprehensive review of reinforcement learning for medical ultrasound imaging.
Elmekki H, Islam S, Alagha A, Sami H, Spilkin A, Zakeri E, Zanuttini AM, Bentahar J, Kadem L, Xie WF, Pibarot P, Mizouni R, Otrok H, Singh S, Mourad A
Machine learning innovations in CPR: a comprehensive survey on enhanced resuscitation techniques.
Islam S, Rjoub G, Elmekki H, Bentahar J, Pedrycz W, Cohen R
Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection.
Rjoub G, Wahab OA, Bentahar J, Cohen R, Bataineh AS
Efficient Multi-Agent Models and Algorithms for Autonomous Complex Systems
Principal investigators: Bentahar, Jamal
Keywords: multi-agent systems; trust modelling; formal verification; computational logics; internet of things; multi-agent reinforcement learning; federated learning; deep learning; autonomous applications
An Autonomous Robot for Quantitative UltraSound (ARQUS) Measurements
Principal investigators: Xie, Wen-Fang
Keywords: Autonomous Robot; Quantitative UltraSound; Control Theory; Cardiology; Cardiovascular Engineering; Deep Reinforcement Learning; Cardiovascular Imaging; Medical Sciences; Computer Science; Mechanical Design
Revolutionary Directions for New Generation of Smart, Trusted and Verifiable Distributed Cloud Services
Principal investigators: Bentahar, Jamal
Keywords: Business Models; Computational Logics; Decision Making; Distributed Computing; Formal Verification; Multi-Agent Systems; Reviews' Ratings and Consumer Satisfaction; Services and Cloud Computing; Trust and Reputation; Two and Multi-Sided Markets
Agent-based Intelligent Messaging Systems, Natural Language Generation, Markov Decision Processes, Verification, Machine Learning
Principal investigators: Bentahar, Jamal
Specification and verification of design models for certifiable avionics software
Principal investigators: Dssouli, Rachida
""Intelligent, Strategic and Verifiable Agent-based Communities of Web Services: Theoretical Foundations and Automation""
Principal investigators: Bentahar, Jamal
A novel model of intelligent, verifiable and trustful negotiation using argumentation, logic and game theory
Principal investigators: Bentahar, Jamal
Keywords: automated negotiation; agent computing; argumentation; logic; model ckecking; game theory; trust and reputation
Multi-agent systems for advanced semantic grid computing
Principal investigators: Bentahar, Jamal
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Philippe Pibarot and Lyes Kadem: 4 shared papers
- Philippe Pibarot and Wen-Fang Xie: 3 shared papers
- Philippe Pibarot and Jamal Bentahar: 3 shared papers
- Wen-Fang Xie and Lyes Kadem: 3 shared papers
- Wen-Fang Xie and Jamal Bentahar: 3 shared papers
- Lyes Kadem and Jamal Bentahar: 3 shared papers
- Witold Pedrycz and Jamal Bentahar: 1 shared paper
- Concordia Institute for Information Systems Engineering (CIISE)
- Mechanical Industrial and Aerospace Engineering
- Cardiology
- Mechanical, Industrial & Aerospace Engineering - Concordia University
- Electrical and Computer Engineering
Co-authors at Concordia University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Philippe Pibarot
Cardiology
3 shared papers, latest 2026
Wen-Fang Xie
Mechanical, Industrial & Aerospace Engineering - Concordia University
3 shared papers, latest 2026
Lyes Kadem
Mechanical Industrial and Aerospace Engineering
3 shared papers, latest 2026
Witold Pedrycz
Electrical and Computer Engineering
1 shared papers, latest 2025
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