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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
23citations -
Multimodal integration of longitudinal noninvasive diagnostics for survival prediction in immunotherapy using deep learning2025 Journal of the American Medical Informatics Association article Computer Science Machine Learning in Healthcare Open access
Melda Yeghaian, Zuhir Bodalal, John B.A.G. Haanen, Regina G. H. Beets‐Tan, Stefano Trebeschi, Marcel A. J. van Gerven
15citations -
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 -
Reconstruction of patient-specific confounders in AI-based radiologic image interpretation using generative pretraining2024 Cell Reports Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tianyu Han, Laura Žigutytė, Luisa Charlotte Huck, Marc Huppertz, Robert Malte Siepmann, Yossi Gandelsman, +6 more
10citations -
MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access
Patrick Wienholt, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
3citations -
Deep-Learning-Based Thrombus Localization and Segmentation in Patients with Posterior Circulation Stroke2022 Diagnostics article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Riaan Zoetmulder, Agnetha A.E. Bruggeman, Ivana Išgum, Efstratios Gavves, Charles B.L.M. Majoie, Ludo F.M. Beenen, +14 more
6citations -
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study2025 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tirtha Chanda, Tabea-Clara Bucher, Tim Holland‐Letz, Harald Kittler, Philipp Tschandl, Markus Vincent Heppt, +18 more
43citations -
Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review2023 Frontiers in Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Bart Marius de Vries, Gerben J.C. Zwezerijnen, George Louis Burchell, Floris H. P. van Velden, C. Willemien Menke‐van der Houven van Oordt, Ronald Boellaard
104citations -
Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data2025 npj Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias‐Vergara, Mahtab Ranji, Juan Rafael Orozco‐Arroyave, +3 more
5citations
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