Maged Goubran

Associate Professor, University of Toronto

Senior Scientist, Sunnybrook Research Institute

Joined

February 2022

Names

Maged Goubran (Preferred)

Emails

****@utoronto.ca (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Toronto (utoronto.ca)

2025 – Present

Senior Scientist

Sunnybrook Research Institute (sri.utoronto.ca)

2025 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Michael Zeineh

2015 – 2018

PhD Advisor

Terry Peters

2010 – 2014

Expertise

Deep Learning

Present

Computational Neuroscience

Present

Neuroimaging

Present

Medical Image Analysis

Present

Connectomics

Present

Publications

A robust generalizable device-agnostic deep learning model for sleep-wake determination from triaxial wrist accelerometry
Nasim Montazeri, Stone Yang, Dominik Luszczynski, John Zhang, Dharmendra Gurve, Andrew Centen, Maged Goubran, Andrew S. P. Lim
- CoRR 2025
- Readers: Everyone
Self-Distillation Representation Learning and Parameter Efficient Fine-Tuning for Pretrained Models in Multimodal 3D Medical Imaging
Tony Xu, Anne Martel, Maged Goubran
- MICCAI 2025 Challenge FLARE Submission
- Readers: Everyone
AI-assisted detection of breast cancer lymph node metastases in the post-neoadjuvant treatment setting
Tony Xu, Maged Goubran, Chetan L. Srinidhi, dina bassiouny, Michael Sze Wai Lam, sharon nofech-mozes, Anne Martel
- Laboratory Investigation
- Readers: Everyone
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
Vishwesh Ramanathan, Tony Xu, Pushpak Pati, Faruk Ahmed, Maged Goubran, Anne L. Martel
- CoRR 2025
- Readers: Everyone
A generalizable 3D framework and model for self-supervised learning in medical imaging
Tony Xu, Sepehr Hosseini, Chris Anderson, Anthony Rinaldi, Rahul G. Krishnan, Anne L. Martel, Maged Goubran
- CoRR 2025
- Readers: Everyone
SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation
Ying Chen, Rami Al-Maskari, Izabela Horvath, Mayar Ali, Luciano Höher, Kaiyuan Yang, Zengming Lin, Zhiwei Zhai, Mengzhe Shen, Dejin Xun, Yi Wang, Tony Xu, Maged Goubran, Yunheng Wu, Kensaku Mori, Johannes C. Paetzold, Ali Ertürk
- CoRR 2025
- Readers: Everyone
Network response of brain microvasculature to neuronal stimulation
James R. Mester, Matthew Rozak, Adrienne Dorr, Maged Goubran, John G. Sled, Bojana Stefanovic
- NeuroImage 2024
- Readers: Everyone
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography
Andrew H. Zhang, Alex He-Mo, Richard Fei Yin, Chunlin Li, Yuzhi Tang, Dharmendra Gurve, Nasim Montazeri Ghahjaverestan, Maged Goubran, Bo Wang, Andrew S. P. Lim
- CoRR 2024
- Readers: Everyone
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge
Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang et al. (38 additional authors not shown)
- CoRR 2024
- Readers: Everyone

View all 25 publications

Co-Authors

View all 207 co-authors