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Muhammad Muneeb Afzal
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Fairclip: Harnessing fairness in vision-language learning
Y Luo, M Shi, MO Khan, MM Afzal, H Huang, S Yuan, Y Tian, L Song, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
232024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
Y Tian, C Wen, M Shi, MM Afzal, H Huang, MO Khan, Y Luo, Y Fang, ...
European Conference on Computer Vision (ECCV), 2024
82024
Equitable deep learning for diabetic retinopathy detection using multi-dimensional retinal imaging with fair adaptive scaling: a retrospective study
M Shi, MM Afzal, H Huang, C Wen, Y Luo, MO Khan, Y Tian, L Kim, T Elze, ...
medRxiv, 2024.04. 13.24305759, 2024
42024
How Fair are Medical Imaging Foundation Models?
MO Khan, MM Afzal, S Mirza, Y Fang
Machine Learning for Health (ML4H), 217-231, 2023
42023
Towards Equitable Kidney Tumor Segmentation: Bias Evaluation and Mitigation
MM Afzal, MO Khan, S Mirza
Machine Learning for Health (ML4H), 13-26, 2023
42023
A Comprehensive Benchmark of Supervised and Self-supervised Pre-training on Multi-view Chest X-ray Classification
MM Afzal, MO Khan, Y Fang
Medical Imaging with Deep Learning, 2024
32024
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