| Foundational models in medical imaging: A comprehensive survey and future vision B Azad, R Azad, S Eskandari, A Bozorgpour, A Kazerouni, I Rekik, ... arXiv preprint arXiv:2310.18689, 2023 | 26 | 2023 |
| Self-supervised few-shot learning for semantic segmentation: An annotation-free approach S Karimijafarbigloo, R Azad, D Merhof International Workshop on PRedictive Intelligence In MEdicine, 159-171, 2023 | 7 | 2023 |
| DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation A Bozorgpour, Y Sadegheih, A Kazerouni, R Azad, D Merhof International Workshop on PRedictive Intelligence In MEdicine, 146-158, 2023 | 15 | 2023 |
| Laplacian-former: Overcoming the limitations of vision transformers in local texture detection R Azad, A Kazerouni, B Azad, E Khodapanah Aghdam, Y Velichko, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 5 | 2023 |
| Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation R Azad, L Niggemeier, M Huttemann, A Kazerouni, EK Aghdam, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023 | 21 | 2023 |
| Diffusion models in medical imaging: A comprehensive survey A Kazerouni, EK Aghdam, M Heidari, R Azad, M Fayyaz, I Hacihaliloglu, ... Medical Image Analysis, 102846, 2023 | 124 | 2023 |
| MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation S Karimijafarbigloo, R Azad, A Kazerouni, S Ebadollahi, D Merhof Medical Imaging with Deep Learning, 2023 | 10 | 2023 |
| Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach R Azad, Y Jia, EK Aghdam, J Cohen-Adad, D Merhof arXiv preprint arXiv:2301.10847, 2023 | 27 | 2023 |
| Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review R Azad, A Kazerouni, M Heidari, EK Aghdam, A Molaei, Y Jia, A Jose, ... Medical Image Analysis, 2023 | 54 | 2023 |
| Self-supervised Semantic Segmentation: Consistency over Transformation S Karimijafarbigloo, R Azad, A Kazerouni, Y Velichko, U Bagci, D Merhof Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3 | 2023 |
| Implicit neural representation in medical imaging: A comparative survey A Molaei, A Aminimehr, A Tavakoli, A Kazerouni, B Azad, R Azad, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 34 | 2023 |
| MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation S Karimijafarbigloo, R Azad, A Kazerouni, D Merhof Medical Imaging with Deep Learning, 2023 | 8 | 2023 |
| SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images A Gupta, S Gehlot, S Goswami, S Motwani, R Gupta, ÁG Faura, D Štepec, ... Medical Image Analysis 83, 102677, 2023 | 16 | 2023 |
| DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation R Azad, R Arimond, EK Aghdam, A Kazerouni, D Merhof MICCAI 2023 workshop, 2022 | 61 | 2022 |
| Medical Image Segmentation Review: The success of U-Net R Azad, EK Aghdam, A Rauland, Y Jia, AH Avval, A Bozorgpour, ... arXiv preprint arXiv:2211.14830, 2022 | 127 | 2022 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation EK Aghdam, R Azad, M Zarvani, D Merhof ISBI 2023, 2022 | 35 | 2022 |
| TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation R Azad, M Heidari, M Shariatnia, EK Aghdam, S Karimijafarbigloo, E Adeli, ... MICCAI 2022, 2022 | 69 | 2022 |
| TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model R Azad, MT AL-Antary, M Heidari, D Merhof IEEE Access, 2022 | 55 | 2022 |
| HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation M Heidari, A Kazerouni, M Soltany, R Azad, EK Aghdam, J Cohen-Adad, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022 | 157 | 2022 |
| SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities R Azad, N Khosravi, D Merhof MIDL 2022, 2022 | 47 | 2022 |
Dorit MerhofProfessor, Faculty of Informatics and Computer Science, University of Regensburg在 informatik.uni-regensburg.de 的电子邮件经过验证
