Medical image segmentation review: The success of u-net R Azad, EK Aghdam, A Rauland, Y Jia, AH Avval, A Bozorgpour, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
298 2024 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
61 2023 Deep frequency re-calibration u-net for medical image segmentation R Azad, A Bozorgpour, M Asadi-Aghbolaghi, D Merhof, S Escalera
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
59 2021 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, AG Faura, D Štepec, ...
Medical Image Analysis 83, 102677, 2023
46 2023 Multi-scale regional attention deeplab3+: Multiple myeloma plasma cells segmentation in microscopic images B Afshin, A Reza, S Eman, S Alaa
MICCAI Workshop on Computational Pathology, 47-56, 2021
41 * 2021 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
30 2023 Computation-efficient era: A comprehensive survey of state space models in medical image analysis M Heidari, SG Kolahi, S Karimijafarbigloo, B Azad, A Bozorgpour, ...
arXiv preprint arXiv:2406.03430, 2024
9 2024 Unlocking fine-grained details with wavelet-based high-frequency enhancement in transformers R Azad, A Kazerouni, A Sulaiman, A Bozorgpour, EK Aghdam, A Jose, ...
International Workshop on Machine Learning in Medical Imaging, 207-216, 2023
8 2023 & Merhof, D.(2024). Medical image segmentation review: The success of u-net R Azad, EK Aghdam, A Rauland, Y Jia, AH Avval, A Bozorgpour
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
6 2022 Lhu-net: A light hybrid u-net for cost-efficient, high-performance volumetric medical image segmentation Y Sadegheih, A Bozorgpour, P Kumari, R Azad, D Merhof
arXiv preprint arXiv:2404.05102, 2024
5 2024 Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects P Kumari, J Chauhan, A Bozorgpour, B Huang, R Azad, D Merhof
arXiv preprint arXiv:2312.17004, 2023
5 2023 Robust homography optimization in soccer scenes A Bozorgpour, M Fotouhi, S Kasaei
2015 23rd Iranian Conference on Electrical Engineering, 787-792, 2015
5 2015 MSA SG Kolahi, SK Chaharsooghi, T Khatibi, A Bozorgpour, R Azad, M Heidari, ...
arXiv preprint arXiv:2407.21640, 2024
4 2024 Touchstone benchmark: Are we on the right way for evaluating AI algorithms for medical segmentation? PRAS Bassi, W Li, Y Tang, F Isensee, Z Wang, J Chen, YC Chou, ...
Advances in Neural Information Processing Systems 37, 15184-15201, 2025
3 2025 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 Automatic soccer field line recognition by minimum information M Fotouhi, A Bozorgpour, S Kasaei
2015 The International Symposium on Artificial Intelligence and Signal …, 2015
3 2015 HCA-Net: Hierarchical context attention network for intervertebral disc semantic labeling A Bozorgpour, B Azad, R Azad, Y Velichko, U Bagci, D Merhof
2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024
2 2024 Physics-Inspired Generative Models in Medical Imaging: A Review D Hein, A Bozorgpour, D Merhof, G Wang
arXiv preprint arXiv:2407.10856, 2024
1 2024 A Large-Scale AI Benchmark for 3D Multi-Organ Segmentation Z Wang, J Chen, YC Chou, S Roy, Y Kirchhoff, M Rokuss, Z Huang, J Ye, ...
Echo-HGNet: A Efficient Hybrid Model with Graph Neural Network Supervision for Ejection Fraction Estimation M Heidari, A Bozorgpour, AZ Fakharnia, D Merhof, I Hacihaliloglu
Medical Imaging with Deep Learning, 0
Dorit MerhofProfessor, Faculty of Informatics and Computer Science, University of RegensburgEmail yang diverifikasi di informatik.uni-regensburg.de