Aghdam, Ehsan Khodapanah
- Medical Image Segmentation Review: The success of U-Net
2022/11/27 by Reza Azad, Ehsan Khodapanah Aghdam, Azad, Reza +18 · 1 voice · 57 citations
Computer Science · Engineering · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Radiomics and Machine Learning in Medical Imaging #Retinal Imaging and Analysis #cs.CV #eess.IV
- Diffusion Models for Medical Image Analysis: A Comprehensive Survey
2022/11/14 by Amirhossein Kazerouni, Kazerouni, Amirhossein, Ehsan Khodapanah Aghdam +11 · 47 citations
Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Mathematical Biology Tumor Growth #electronic engineering #information engineering
- Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review
2023/01/09 by Reza Azad, Azad, Reza, Amirhossein Kazerouni +15 · 7 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
- DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
2022/12/27 by Azad, Reza, Arimond, René, Aghdam, Ehsan Khodapanah +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
2023/08/31 by Azad, Reza, Niggemeier, Leon, Huttemann, Michael +5 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation
2022/08/01 by Azad, Reza, Heidari, Moein, Shariatnia, Moein +4 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach
2023/01/25 by Reza Azad, Yiwei Jia, Azad, Reza +7 · 2 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
2023/08/31 by Azad, Reza, Kazerouni, Amirhossein, Azad, Babak +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation
2022/10/30 by Aghdam, Ehsan Khodapanah, Azad, Reza, Zarvani, Maral +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation
2025/02/01 by Moein Heidari, Heidari, Moein, Ehsan Khodapanah Aghdam +14 · 1 voice · 2 citations
Computer Science · Engineering · Medicine · #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #cs.CV #eess.IV