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Deep learning-based 3D reconstruction of dentate nuclei in Friedreich’s ataxia from T2*weighted MR images2025 Machine Learning with Applications article Computer Science Medical Image Segmentation Techniques Open access
Trushal Sardhara, Ravi Dadsena, Roland Can Aydin, R.-D Hilgers, Jörg Bernhard Schulz, Kathrin Reetz, +12 more
1citations -
Federated Fine-Tuning of SAM-Med3D for MRI-Based Dementia Classification2025 Lecture notes in computer science conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Kaouther Mouheb, Marawan Elbatel, Janne M. Papma, Geert Jan Biessels, Jurgen A.H.R. Claassen, Huub A. M. Middelkoop, +5 more
1citations -
An Automatic Framework to Create Patient-specific Eye Models From 3D Magnetic Resonance Images for Treatment Selection in Patients With Uveal Melanoma2021 Advances in Radiation Oncology article Computer Science Medical Image Segmentation Techniques Open access
Mohamed Kilany Hassan, Emmanuelle Fleury, Denis P. Shamonin, Lorna Grech Fonk, Marina Marinkovic, Myriam G. Jaarsma‐Coes, +4 more
12citations -
Multi-label segmentation of carpal bones in MRI using expansion transfer learning2025 Physics in Medicine and Biology article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Stefan Raith, Matthias Deitermann, Tobias Pankert, Ali Modabber, Frank Hölzle, Frank Hildebrand, +1 more
6citations -
A Holographic Augmented Reality Interface for Visualizing of MRI Data and Planning of Neurosurgical Procedures2021 Journal of Imaging Informatics in Medicine article Computer Science Augmented Reality Applications Open access
Cristina Marie Morales Mojica, Jose D. Velazco‐Garcia, Eleftherios P. Pappas, Theodosios Birbilis, Aaron T. Becker, Ernst L. Leiss, +3 more
25citations -
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 -
Deep learning based automated left ventricle segmentation and flow quantification in 4D flow cardiac MRI2024 Journal of Cardiovascular Magnetic Resonance article Computer Science Medical Image Segmentation Techniques Open access
Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Kumar Garg, Rob J. van der Geest
28citations -
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
0citations -
Getting Cartilage Thickness Measurements Right: A Systematic Inter-Method Comparison Using MRI Data from the Osteoarthritis Initiative2023 Cartilage article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Teresa Nolte, Simon D. Westfechtel, Justus Schock, Matthias Knobe, Torsten Pastor, Elisabeth A. G. Pfaehler, +3 more
7citations -
DO AUTOMATED, U-NET-BASED CARTILAGE SEGMENTATIONS FROM MRI BENEFIT FROM MANUAL QUALITY CONTROL AND CORRECTION? DATA FROM THE IMI-APPROACH PROJECT2022 Osteoarthritis Imaging article Computer Science Medical Image Segmentation Techniques Open access
S. Maschek, Anna Wisser, M. Jansen, A.C. Marijnissen, Floris P J G Lafeber, A. Lalande, +9 more
1citations -
Denoising diffusion probabilistic models for 3D medical image generation2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents
Firas Khader, Gustav Anton Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Franz Schulze-Hagen, +9 more
343citations -
Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation2022 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Christoph Haarburger, Maximilian Franz Schulze-Hagen, Philipp Schad, +8 more
21citations -
Atlas-Augmented Semantic Segmentation for Robust Ultra-Low-Field Pediatric Brain Imaging2026 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Kostiantyn Lavronenko, Rueveyda Yilmaz, Zhu Chen, Johannes Stegmaier, Volkmar Schulz
0citations -
Development and Validation of an Algorithm for Segmentation of the Prostate and its Zones from Three-dimensional Transrectal Multiparametric Ultrasound Images2025 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access
Daniël L. van den Kroonenberg, Florian Delberghe, Auke Jager, Arnoud W. Postema, Harrie P. Beerlage, Wim Zwart, +2 more
9citations -
Denoising low-field MR images with a deep learning algorithm based on simulated data from easily accessible open-source software2024 Journal of Magnetic Resonance article Computer Science Image and Signal Denoising Methods Open access
Chloé Najac, Beatrice Lena, Thomas O’Reilly, Yiming Dong, Peter Börnert, Hieab H.H. Adams, +1 more
12citations