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Optimierung der automatisierten Segmentierung des fibroglandulären Gewebes in der Mamma MRT durch Vision Transformer – Beginn einer neuen Ära?2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Medicine Radiomics and Machine Learning in Medical Imaging
Gustav Anton Müller‐Franzes, Christiane Katharina Kuhl, L Huck, Daniel Truhn, Teresa Nolte, Sven Nebelung
0citations -
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation2022 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, +1 more
6citations -
Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers2025 Materials Characterization article Engineering Additive Manufacturing Materials and Processes Open access
Mutahar Safdar, Bashir Kazimi, Karina Ruzaeva, Gentry Wood, Max Zimmermann, Guy Lamouche, +3 more
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Leveraging Vision Transformers with Hyperparameter Optimization for the Classification of Acute Respiratory Distress Syndrome2025 MIPRO ICT and Electronics Convention (MIPRO) conference-paper Medicine COVID-19 diagnosis using AI
Josefine Busch, Chadi Barakat, T. Pauli, Simon Fonck, André Stollenwerk, Sebastian Johannes Fritsch, +1 more
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TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation2022 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications cited by 1 patent
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, +1 more
169citations -
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection2023 Lecture notes in computer science conference-paper Computer Science AI in cancer detection Open access
Reza Azad, Amirhossein Kazerouni, Babak Azad, Ehsan Khodapanah Aghdam, Yury Velichko, Ulaş Bağcı, +1 more
30citations -
A Systematic Review of Tensor analysis models for high-dimensional computer vision tasks: Methods, Architectures, and Future Research DirectionsHigh-dimensional computer vision tasks such as hyperspectral imaging, video understanding, 3D reconstruction, a0citations
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Hallucination filtering in radiology vision-language models using discrete semantic entropy2026 European Radiology article Computer Science Adversarial Robustness in Machine Learning Open access
Patrick Wienholt, Sophie Caselitz, Robert Malte Siepmann, Philipp Bruners, Keno K. Bressem, Christiane Katharina Kuhl, +3 more
0citations