Items where Division is "Informatics and Data Science > Department Computational Life Science > Chair of Image Analysis and Computer Vision (Prof. Dr.-Ing. Dorit Merhof)" and Year is 2025

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Azad, Reza and Dehghanmanshadi, Mohammad and Khosravi, Nika and Cohen-Adad, Julien and Merhof, Dorit (2025) Addressing Missing Modality Challenges in MRI Images: A Comprehensive Review. COMPUTATIONAL VISUAL MEDIA, 11 (2). pp. 241-268. ISSN 2096-0433, 2096-0662

Azad, Reza and Jia, Yiwei and Aghdam, Ehsan Khodapanah and Cohen-Adad, Julien and Merhof, Dorit (2025) TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion. COMPUTATIONAL VISUAL MEDIA, 11 (5). pp. 1079-1095. ISSN 2096-0433, 2096-0662

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Hein, Dennis and Bozorgpour, Afshin and Merhof, Dorit and Wang, Ge (2025) Physics-Inspired Generative Models in Medical Imaging. ANNUAL REVIEW OF BIOMEDICAL ENGINEERING, 27. pp. 499-525. ISSN 1523-9829, 1545-4274

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Ibrahim, Muhammad Sohail and Usman, Muhammad and Lee, Jeong-A (2025) USEFUSE: Uniform stride for enhanced performance in fused layer architecture of deep neural networks. JOURNAL OF SYSTEMS ARCHITECTURE, 166: 103459. ISSN 1383-7621, 1873-6165

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Karimijafarbigloo, Sanaz and Azad, Reza and Kazerouni, Amirhossein and Merhof, Dorit (2025) MedScale-Former: Self-guided multiscale transformer for medical image segmentation. MEDICAL IMAGE ANALYSIS, 103: 103554. ISSN 1361-8415, 1361-8423

Kumari, Pratibha and Chauhan, Joohi and Bozorgpour, Afshin and Huang, Boqiang and Azad, Reza and Merhof, Dorit (2025) Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects. MEDICAL IMAGE ANALYSIS, 106: 103730. ISSN 1361-8415, 1361-8423