| Diffusion models in medical imaging: A comprehensive survey A Kazerouni, EK Aghdam, M Heidari, R Azad, M Fayyaz, I Hacihaliloglu, ... Medical Image Analysis 88, 102846, 2023 | 451* | 2023 |
| 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 …, 2023 | 292 | 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 91, 103000, 2024 | 144 | 2024 |
| DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation R Azad, R Arimond, EK Aghdam, A Kazerouni, D Merhof MICCAI 2023 Workshop on PRedictive Intelligence In MEdicine (PRIME), 83-95, 2022 | 113 | 2022 |
| 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 …, 2024 | 86 | 2024 |
| 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 | 73 | 2023 |
| 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 | 54 | 2023 |
| DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation A Bozorgpour, Y Sadegheih, A Kazerouni, R Azad, D Merhof MICCAI 2023 Workshop on PRedictive Intelligence In MEdicine (PRIME), 146-158, 2023 | 32 | 2023 |
| Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection R Azad, A Kazerouni, B Azad, EK Aghdam, Y Velichko, U Bagci, D Merhof International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 16 | 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 | 16 | 2023 |
| INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings A Kazerouni, R Azad, A Hosseini, D Merhof, U Bagci Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 14 | 2024 |
| 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 | 14 | 2023 |
| An Intelligent Modular Real-Time Vision-Based System for Environment Perception A Kazerouni, A Heydarian, M Soltany, A Mohammadshahi, A Omidi, ... NeurIPS 2022 Workshop on Machine Learning for Autonomous Driving, 2022 | 9 | 2022 |
| Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers R Azad, A Kazerouni, A Sulaiman, A Bozorgpour, EK Aghdam, A Jose, ... MICCAI 2023 Workshop on Machine Learning in Medical Imaging (MLMI), 207-216, 2023 | 7 | 2023 |
| Ensemble neural representation networks MS Kadarvish, H Mojtahedi, HE Zarch, A Kazerouni, A Morsali, A Abtahi, ... arXiv preprint arXiv:2110.04124, 2021 | 7 | 2021 |
| SUM: Saliency Unification through Mamba for Visual Attention Modeling A Hosseini, A Kazerouni, S Akhavan, M Brudno, B Taati Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024 | 5 | 2024 |
| 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 | 4 | 2023 |
| Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights M Heidari, R Azad, SG Kolahi, R Arimond, L Niggemeier, A Sulaiman, ... arXiv preprint arXiv:2403.19882, 2024 | 3 | 2024 |
| FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation A Kazerouni, S Karimijafarbigloo, R Azad, Y Velichko, U Bagci, D Merhof ISBI 2024, 2023 | 2 | 2023 |
| Reducing Uncertainty in 3D Medical Image Segmentation under Limited Annotations through Contrastive Learning S Jarimijafarbigloo, R Azad, A Kazerouni, D Merhof Medical Imaging with Deep Learning, 2024 | 1 | 2024 |
Dorit MerhofProfessor, Faculty of Informatics and Computer Science, University of Regensburg確認したメール アドレス: informatik.uni-regensburg.de
