Ali Nasiri-Sarvi

Ali Nasiri-Sarvi

Graduate Research Assistant at Concordia University

Publications

You can also find my articles on my Google Scholar profile.

Conference Papers

Vision mamba for classification of breast ultrasound images

Accepted in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Deep-Brea3th Workshop, 2024

This paper shows that Mamba-based models outperform CNNs and ViTs on breast ultrasound datasets, achieving a 1.98% AUC and 5.0% accuracy improvement, while effectively capturing long-range dependencies.

Recommended citation: A. Nasiri-Sarvi, M. S. Hosseini, and H. Rivaz, “Vision mamba for classification of breast ultrasound images,” arXiv preprint arXiv:2407.03552, 2024.
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Vim4Path: Self-Supervised Vision Mamba for Histopathology Images

Published in IEEE/CFV Conference on Computer Vision and Pattern Recognition - CVMI Workshop, 2024

This paper introduces the Vision Mamba (Vim) architecture, outperforming Vision Transformers (ViT) in computational pathology on the Camelyon16 dataset.

Recommended citation: A. Nasiri-Sarvi, V. Q.-H. Trinh, H. Rivaz, and M. S. Hosseini, “Vim4path: Self-supervised vision mamba for histopathology images,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
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