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Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv22025 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent
Gustav Anton Müller‐Franzes, Firas Khader, Robert Malte Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung, +1 more
24citations -
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin Saehn, Peter Isfort, Christiane Katharina Kuhl, +3 more
3citations -
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access
Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong
4citations -
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more
52citations -
115P Spitz tumor classification using artificial intelligence2025 ESMO Real World Data and Digital Oncology article Computer Science AI in cancer detection Open access
Ruben T. Lucassen, Marjanna Romers, Chiel F Ebbelaar, Antien L. Mooyaart, Liliane C.D. Wynaendts, Nikolas Stathonikos, +4 more
0citations -
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs2023 Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin-Jonathan Sähn, Peter Isfort, Christiane Katharina Kuhl, +3 more
19citations -
Harnessing Artificial Intelligence for Enhanced Renal Analysis: Automated Detection of Hydronephrosis and Precise Kidney Segmentation2024 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access
Radu Alexa, Jennifer Kranz, Rafael Kramann, Christoph Kuppe, Ritabrata Sanyal, Sikander Hayat, +4 more
9citations