Reza Azad

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 · 477 citations

Computing, Computer Science, Computer Vision +16

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

Reza Azad, Leon Niggemeier, Michael Hüttemann et al. · 2024 · 211 citations

Computing, Computer Science, Biomedical Imaging +13

TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model

Reza Azad, Mohammad Al-Antary, Moein Heidari et al. · IEEE Access · 2022 · 132 citations · Full text

Computing, Biomedical Engineering, Computer Science +16

Implicit Neural Representation in Medical Imaging: A Comparative Survey

Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli et al. · 2023 · 99 citations

Computing, Biomedical Engineering, Radiology +17

Medical Image Segmentation Review: The success of U-Net

Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland et al. · arXiv (Cornell University) · 2022 · 97 citations · Full text

Computing, Biomedical Engineering, Computer Science +10