Medical Image Segmentation Review: The Success of U-Net
Azad, Reza, Aghdam, Ehsan Khodapanah, Rauland, Amelie, Jia, Yiwei, Avval, Atlas Haddadi, Bozorgpour, Afshin, Karimijafarbigloo, Sanaz, Cohen, Joseph Paul, Adeli, Ehsan, Merhof, Dorit
Published in IEEE transactions on pattern analysis and machine intelligence (21.08.2024)
Published in IEEE transactions on pattern analysis and machine intelligence (21.08.2024)
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Journal Article
SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images
Gupta, Anubha, Gehlot, Shiv, Goswami, Shubham, Motwani, Sachin, Gupta, Ritu, Faura, Álvaro García, Štepec, Dejan, Martinčič, Tomaž, Azad, Reza, Merhof, Dorit, Bozorgpour, Afshin, Azad, Babak, Sulaiman, Alaa, Pandey, Deepanshu, Gupta, Pradyumna, Bhattacharya, Sumit, Sinha, Aman, Agarwal, Rohit, Qiu, Xinyun, Zhang, Yucheng, Fan, Ming, Park, Yoonbeom, Lee, Daehong, Park, Joon Sik, Lee, Kwangyeol, Ye, Jaehyung
Published in Medical image analysis (01.01.2023)
Published in Medical image analysis (01.01.2023)
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Journal Article
HCA-NET: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling
Bozorgpour, Afshin, Azad, Bobby, Azad, Reza, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
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Conference Proceeding
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation
Sadegheih, Yousef, Bozorgpour, Afshin, Kumari, Pratibha, Azad, Reza, Merhof, Dorit
Year of Publication 07.04.2024
Year of Publication 07.04.2024
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Journal Article
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation
Bozorgpour, Afshin, Sadegheih, Yousef, Kazerouni, Amirhossein, Azad, Reza, Merhof, Dorit
Year of Publication 05.08.2023
Year of Publication 05.08.2023
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Journal Article
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects
Kumari, Pratibha, Chauhan, Joohi, Bozorgpour, Afshin, Huang, Boqiang, Azad, Reza, Merhof, Dorit
Year of Publication 28.12.2023
Year of Publication 28.12.2023
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Journal Article
HCA-Net: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling
Bozorgpour, Afshin, Azad, Bobby, Azad, Reza, Velichko, Yury, Bagci, Ulas, Merhof, Dorit
Year of Publication 21.11.2023
Year of Publication 21.11.2023
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Journal Article
Foundational Models in Medical Imaging: A Comprehensive Survey and Future Vision
Azad, Bobby, Azad, Reza, Eskandari, Sania, Bozorgpour, Afshin, Kazerouni, Amirhossein, Rekik, Islem, Merhof, Dorit
Year of Publication 28.10.2023
Year of Publication 28.10.2023
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Journal Article
MSA$^2$Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation
Kolahi, Sina Ghorbani, Chaharsooghi, Seyed Kamal, Khatibi, Toktam, Bozorgpour, Afshin, Azad, Reza, Heidari, Moein, Hacihaliloglu, Ilker, Merhof, Dorit
Year of Publication 31.07.2024
Year of Publication 31.07.2024
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Journal Article
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers
Azad, Reza, Kazerouni, Amirhossein, Sulaiman, Alaa, Bozorgpour, Afshin, Aghdam, Ehsan Khodapanah, Jose, Abin, Merhof, Dorit
Year of Publication 25.08.2023
Year of Publication 25.08.2023
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Journal Article
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
Heidari, Moein, Kolahi, Sina Ghorbani, Karimijafarbigloo, Sanaz, Azad, Bobby, Bozorgpour, Afshin, Hatami, Soheila, Azad, Reza, Diba, Ali, Bagci, Ulas, Merhof, Dorit, Hacihaliloglu, Ilker
Year of Publication 05.06.2024
Year of Publication 05.06.2024
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Journal Article
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights
Heidari, Moein, Azad, Reza, Kolahi, Sina Ghorbani, Arimond, René, Niggemeier, Leon, Sulaiman, Alaa, Bozorgpour, Afshin, Aghdam, Ehsan Khodapanah, Kazerouni, Amirhossein, Hacihaliloglu, Ilker, Merhof, Dorit
Year of Publication 28.03.2024
Year of Publication 28.03.2024
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Journal Article
Medical Image Segmentation Review: The success of U-Net
Azad, Reza, Aghdam, Ehsan Khodapanah, Rauland, Amelie, Jia, Yiwei, Avval, Atlas Haddadi, Bozorgpour, Afshin, Karimijafarbigloo, Sanaz, Cohen, Joseph Paul, Adeli, Ehsan, Merhof, Dorit
Year of Publication 27.11.2022
Year of Publication 27.11.2022
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Journal Article