Amirhossein Kazerouni

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

Implicit Neural Representation in Medical Imaging: A Comparative Survey

Amirali Molaei, Amirhossein Aminimehr, Armin Tavakoli et al. · 2023 · 88 citations

Image Reconstruction, Engineering, Autoencoders +21

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

Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision

Bobby Azad, Reza Azad, Sania Eskandari et al. · arXiv (Cornell University) · 2023 · 40 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +24