most citedAD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentation

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cs.CV2026

MS-DKC: A Dataset Knowledge Card Framework for Designing and Adapting Medical Image Segmentation Models

Tariq M. Khan, Syed Saud Naqvi, Thantrira Porntaveetus +4

Medical image segmentation is often framed as a search for stronger architectures, but this can obscure a more fundamental question: what does the dataset require from the model? I…

cs.CV2024★ 1 cited

AD-Net: Attention-based dilated convolutional residual network with guided decoder for robust skin lesion segmentation

Asim Naveed, Syed S. Naqvi, Tariq M. Khan +3

In computer-aided diagnosis tools employed for skin cancer treatment and early diagnosis, skin lesion segmentation is important. However, achieving precise segmentation is challeng…