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eess.IV2025
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation
Pooya Mohammadi Kazaj, Giovanni Baj, Yazdan Salimi +7
While numerous architectures for medical image segmentation have been proposed, achieving competitive performance with state-of-the-art models networks such as nnUNet, still leave…
eess.IV2022★ 6 cited
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation
Pooya Mohammadi Kazaj, MohammadHossein Koosheshi, Ali Shahedi +1
According to WHO[1], since the 1970s, diagnosis of melanoma skin cancer has been more frequent. However, if detected early, the 5-year survival rate for melanoma can increase to 99…