Multi-scale Regional Attention Deeplab3+: Multiple Myeloma Plasma Cells Segmentation in Microscopic Images. - Afshin Bozorgpour; Reza Azad; Eman Showkatian; Alaa Sulaiman (COMPAY@MICCAI, 2021)

Deep Frequency Re-calibration U-Net for Medical Image Segmentation. - Reza Azad; Afshin Bozorgpour; Maryam Asadi-Aghbolaghi; Dorit Merhof; Sergio Escalera (ICCVW, 2021)

DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation. - Afshin Bozorgpour; Yousef Sadegheih; Amirhossein Kazerouni; Reza Azad; Dorit Merhof (PRIME@MICCAI, 2023)

Unlocking Fine-Grained Details with Wavelet-Based High-Frequency Enhancement in Transformers. - Reza Azad; Amirhossein Kazerouni; Alaa Sulaiman; Afshin Bozorgpour; Ehsan Khodapanah Aghdam; Abin Jose; Dorit Merhof (MLMI@MICCAI (1), 2023)

Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision. - Bobby Azad; Reza Azad; Sania Eskandari; Afshin Bozorgpour; Amirhossein Kazerouni; Islem Rekik; Dorit Merhof (CoRR, 2023)

Continual Learning in Medical Imaging Analysis: A Comprehensive Review of Recent Advancements and Future Prospects. - Pratibha Kumari 001; Joohi Chauhan; Afshin Bozorgpour; Reza Azad; Dorit Merhof (CoRR, 2023)

SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images. - Anubha Gupta; Shiv Gehlot; Shubham Goswami; Sachin Motwani; Ritu Gupta; Álvaro García-Faura; Dejan Stepec; Tomaz Martincic; Reza Azad; Dorit Merhof; Afshin Bozorgpour; Babak Azad; et al. (Medical Image Anal., 2023)

MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation. - Sina Ghorbani Kolahi; Seyed Kamal Chaharsooghi; Toktam Khatibi; Afshin Bozorgpour; Reza Azad; Moein Heidari; Ilker Hacihaliloglu; Dorit Merhof (BMVC, 2024)

HCA-NET: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling. - Afshin Bozorgpour; Bobby Azad; Reza Azad; Yury Velichko; Ulas Bagci; Dorit Merhof (ISBI, 2024)

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? - Pedro R. A. S. Bassi; Wenxuan Li; Yucheng Tang; Fabian Isensee; Zifu Wang; Jieneng Chen; Yu-Cheng Chou; Yannick Kirchhoff; Maximilian Rokuss; Ziyan Huang; Jin Ye 002; Junjun He; et al. (NeurIPS, 2024)

Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights. - Moein Heidari; Reza Azad; Sina Ghorbani Kolahi; René Arimond; Leon Niggemeier; Alaa Sulaiman; Afshin Bozorgpour; Ehsan Khodapanah Aghdam; Amirhossein Kazerouni; Ilker Hacihaliloglu; Dorit Merhof (CoRR, 2024)

LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation. - Yousef Sadegheih; Afshin Bozorgpour; Pratibha Kumari 001; Reza Azad; Dorit Merhof (CoRR, 2024)

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis. - Moein Heidari; Sina Ghorbani Kolahi; Sanaz Karimijafarbigloo; Bobby Azad; Afshin Bozorgpour; Soheila Hatami; Reza Azad; Ali Diba; Ulas Bagci; Dorit Merhof; Ilker Hacihaliloglu (CoRR, 2024)

Physics-Inspired Generative Models in Medical Imaging: A Review. - Dennis Hein; Afshin Bozorgpour; Dorit Merhof; Ge Wang 001 (CoRR, 2024)

Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? - Pedro R. A. S. Bassi; Wenxuan Li; Yucheng Tang; Fabian Isensee; Zifu Wang; Jieneng Chen; Yu-Cheng Chou; Yannick Kirchhoff; Maximilian Rokuss; Ziyan Huang; Jin Ye 002; Junjun He; et al. (CoRR, 2024)

Medical Image Segmentation Review: The Success of U-Net. - Reza Azad; Ehsan Khodapanah Aghdam; Amelie Rauland; Yiwei Jia; Atlas Haddadi Avval; Afshin Bozorgpour; Sanaz Karimijafarbigloo; Joseph Paul Cohen; Ehsan Adeli 001; Dorit Merhof (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects. - Pratibha Kumari 001; Joohi Chauhan; Afshin Bozorgpour; Boqiang Huang; Reza Azad; Dorit Merhof (Medical Image Anal., 2025)

Echo-E3Net: Efficient Endo-Epi Spatio-Temporal Network for Ejection Fraction Estimation. - Moein Heidari; Afshin Bozorgpour; AmirHossein Zarif-Fakharnia; Dorit Merhof; Ilker Hacihaliloglu (CoRR, 2025)

Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning. - Pratibha Kumari 001; Afshin Bozorgpour; Daniel Reisenbüchler; Edgar Jost; Martina Crysandt; Christian Matek; Dorit Merhof (CoRR, 2025)

Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis. - Pratibha Kumari 001; Daniel Reisenbüchler; Afshin Bozorgpour; Nadine S. Schaadt; Friedrich Feuerhake; Dorit Merhof (CoRR, 2025)

CENet: Context Enhancement Network for Medical Image Segmentation. - Afshin Bozorgpour; Sina Ghorbani Kolahi; Reza Azad; Ilker Hacihaliloglu; Dorit Merhof (CoRR, 2025)