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Mahdi Gilany
Mahdi Gilany
Autres nomsMohammadMahdi Gilany
Adresse e-mail validée de queensu.ca - Page d'accueil
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Self-supervised learning with limited labeled data for prostate cancer detection in high frequency ultrasound
M Gilany, PFR Wilson, A Jamzad, F Fooladgar, MNN To, B Wodlinger, ...
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2023
222023
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound
M Gilany, P Wilson, A Jamzad, F Fooladgar, M Nguyen Nhat To, ...
International Conference on Medical Image Computing and Computer Assisted …, 2022
142022
TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision
M Gilany, P Wilson, A Perera-Ortega, A Jamzad, MNN To, F Fooladgar, ...
International Journal of Computer Assisted Radiology and Surgery, 2023
122023
Joint Inference for Neural Network Depth and Dropout Regularization
KC Kishan, R Li, M Gilany
Advances in Neural Information Processing Systems (NeurIPS) , 34th, 26622-26634, 2021
10*2021
LensePro: Label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations
MNN To, F Fooladgar, P Wilson, M Harmanani, M Gilany, S Sojoudi, ...
International Journal of Computer Assisted Radiology and Surgery, 1-8, 2024
32024
ProstNFound: Integrating Foundation Models with Ultrasound Domain Knowledge and Clinical Context for Robust Prostate Cancer Detection
PFR Wilson, MNN To, A Jamzad, M Gilany, M Harmanani, T Elghareb, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2024
22024
Toward confident prostate cancer detection using ultrasound: a multi-center study
PFR Wilson, M Harmanani, MNN To, M Gilany, A Jamzad, F Fooladgar, ...
International Journal of Computer Assisted Radiology and Surgery, 1-9, 2024
22024
Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops
M Harmanani, A Jamzad, MNN To, PFR Wilson, Z Guo, F Fooladgar, ...
arXiv preprint arXiv:2501.12331, 2025
12025
Benchmarking image transformers for prostate cancer detection from ultrasound data
M Harmanani, PFR Wilson, F Fooladgar, A Jamzad, M Gilany, MNN To, ...
Medical Imaging 2024: Image-Guided Procedures, Robotic Interventions, and …, 2024
12024
Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection
M Gilany, M Harmanani, P Wilson, MNN To, A Jamzad, F Fooladgar, ...
International Conference on Medical Image Computing and Computer Assisted …, 2024
2024
Assessing the Performance of Foundation Models in Prostate Segmentation Across Different Ultrasound Modalities
V Nguyen, A Jamzad, P Wilson, M Gilany, P Abolmaesumi, M Leveridge, ...
2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE …, 2024
2024
Supplementary Material for Joint Inference for Neural Network Depth and Dropout Regularization
KC Kishan, R Li, M Gilany
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