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Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
4citations -
Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions3citations
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Dealing with segmentation errors in needle reconstruction for MRI-guided brachytherapy2025 SPIE Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling conference-paper Computer Science Medical Image Segmentation Techniques Open access
Vangelis Kostoulas, Arthur Guijt, Ellen M. Kerkhof, Bradley Rumwell Pieters, Peter A. N. Bosman, Tanja Alderliesten
0citations -
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 -
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 -
A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative2020 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent
Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Daniel Truhn, Stefan Conrad, +4 more
12citations -
Leveraging Unlabeled Data for 3D Medical Image Segmentation Through Self-Supervised Contrastive Learning2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
3citations -
Mutual information for unsupervised deep learning image registration2020 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Bob D. de Vos, Bas van der Velden, Jörg Sander, Kenneth G. A. Gilhuijs, Marius Staring, Ivana Išgum
35citations -
HCA-NET: Hierarchical Context Attention Network for Intervertebral Disc Semantic Labeling2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Engineering Medical Imaging and Analysis
Afshin Bozorgpour, Bobby Azad, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
4citations -
P39 Longitudinal changes of cerebral white matter tissue microstructure in early-onset systemic lupus erythematosus2020 Poster presentations conference-paper Medicine Advanced Neuroimaging Techniques and Applications Open access
Ettore Silvagni, Francesca Inglese, Alessandra Bortoluzzi, Alfredo Revenaz, Massimo Borrelli, M Steup-Beekman, +6 more
0citations -
Morpho functional interbone parameters in supine versus standing position – Comparison of CT and EOS Alignment2024 EPiC series in health sciences conference-paper Engineering Medical Imaging and Analysis Open access
Sonja A. G. A. Grothues, Leonie Stellmann, Luisa Berger, Kunihiko Tokunaga, Klaus Radermacher
0citations
21 results