Ehsan Khodapanah Aghdam

HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation

Moein Heidari, Amirhossein Kazerouni, Milad Soltany et al. · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 428 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +21

Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Reza Azad, Leon Niggemeier, Michael Hüttemann et al. · 2024 · 187 citations

Medical Image Segmentation Review: The success of U-Net

Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland et al. · arXiv (Cornell University) · 2022 · 96 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +19

Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation

Ehsan Khodapanah Aghdam, Reza Azad, Maral Zarvani et al. · 2023 · 73 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +19

Diffusion Models for Medical Image Analysis: A Comprehensive Survey

Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari et al. · arXiv (Cornell University) · 2022 · 45 citations · Full text

Generic Diffusion, Engineering, Machine Learning +18