| Oct 5, 2025 | Our paper MedViTV2 was accepted to Applied Soft Computing. Congrats to all co-authors! |
| Jul 30, 2025 | Our paper GroundingDINO-US-SAMwas accepted to IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (TUFFC). Congrats to all co-authors! |
| Jul 22, 2025 | Our paper MedCLIP-SAMv2 was accepted to Medical Image Analysis (MedIA). Congrats to all co-authors! |
| Jul 10, 2025 | Our paper TextSAM-EUS was accepted at the CVAMD Workshop (ICCV 2025), see you in Honolulu, Hawaii! |
| Apr 30, 2025 | I was awarded the FRQNT Doctoral Training Scholarship, ranked 2nd province-wide, supporting my research on Vision–Language Models for healthcare. |
| Mar 15, 2025 | I am serving as a reviewer for MICCAI 2025. |
| Feb 27, 2025 | Our paper BiomedCoOp was accepted at CVPR 2025, see you in Nashville, Tennessee! |
| Jan 25, 2025 | I received the Concordia University Doctoral Graduate Fellowship, awarded to exceptional doctoral students for academic and research excellence. |
| Nov 20, 2024 | I received the IEEE TMI Gold-Level Distinguished Reviewer Certificate in recognition of my reviewing contributions. |
| Jul 1, 2024 | Our paper MedCLIP-SAM was accepted at MICCAI 2024, see you in Marrakesh, Morocco! |
| Jun 15, 2023 | I graduated from the American University of Beirut with High Distinction (4.0/4.0 GPA) in Computer & Communications Engineering. |
| Apr 30, 2023 | Our capstone project “COVID-19 Indoor Access Rules Verification using ML” won the Dean’s Award for Creative Achievement, placing 1st among 30 groups. |