| 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 | 176 | 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 Vision, 2022 | 120 | 2022 |
| Transdeeplab: Convolution-free transformer-based deeplab v3+ for medical image segmentation R Azad, M Heidari, M Shariatnia, EK Aghdam, S Karimijafarbigloo, E Adeli, ... International Workshop on PRedictive Intelligence In MEdicine, 91-102, 2022 | 56 | 2022 |
| Contextual attention network: Transformer meets u-net R Azad, M Heidari, Y Wu, D Merhof MICCAI 2022, 2022 | 52 | 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 10, 108205-108215, 2022 | 45 | 2022 |
| 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, ... Med Image Anal 91, 103000, 2023 | 40 | 2023 |
| Diffusion models for medical image analysis: A comprehensive survey. arXiv 2022 A Kazerouni, EK Aghdam, M Heidari, R Azad, M Fayyaz, I Hacihaliloglu, ... arXiv preprint arXiv:2211.07804, 0 | 10* | |
| Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach R Azad, M Heidari, J Cohen-Adad, E Adeli, D Merhof MICCAI 2022, 2022 | 3 | 2022 |
| SA2-Net: Scale-aware Attention Network for Microscopic Image Segmentation M Fiaz, RM Anwer, H Cholakkal arXiv preprint arXiv:2309.16661, 2023 | 1 | 2023 |
| DiffGANPaint: Fast Inpainting Using Denoising Diffusion GANs M Heidari, A Morsali, T Abedini, S Heydarian ICLR 2023 TinyPapers, 2023 | 1 | 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 | | 2024 |
| Vision-Language Synthetic Data Enhances Echocardiography Downstream Tasks P Ashrafian, M Yazdani, M Heidari, D Shahriari, I Hacihaliloglu arXiv preprint arXiv:2403.19880, 2024 | | 2024 |
| Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook R Azad, M Heidari, K Yilmaz, M Hüttemann, S Karimijafarbigloo, Y Wu, ... arXiv preprint arXiv:2312.05391, 2023 | | 2023 |
| MLP-Attention: Improving Transformer Architecture with MLP Attention Weights A Morsali, M Heidari, S Heydarian, T Abedini ICLR 2023 TinyPapers, 2023 | | 2023 |
Dorit MerhofProfessor, Faculty of Informatics and Computer Science, University of RegensburgVerified email at informatik.uni-regensburg.de
