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Reducing manual workload in CT and MRI annotation with the Segment Anything Model 22026 BMC Medical Imaging article Medicine Artificial Intelligence in Healthcare and Education Open access
Leo Misera, Sven Nebelung, Zunamys Itzell Carrero, Keno K. Bressem, Marta Ligero, Jens‐Peter Kühn, +3 more
0citations -
Multi-center evaluation of an automated pipeline to segment perivascular spaces from routine MRI in patients with small vessel disease2024 Cerebral Circulation - Cognition and Behavior article Neuroscience Cerebrospinal fluid and hydrocephalus Open access
Alberto De Luca, Ana Sofia Costa, Geert Jan Biessels, María del C. Valdés Hernández, Lucia Ballerini, Francesca M. Chappell, +6 more
0citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2025 SIAM/ASA Journal on Uncertainty Quantification article Medicine Cardiac Imaging and Diagnostics Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
1citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2023 arXiv (Cornell University) preprint Medicine Cardiovascular Function and Risk Factors Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
0citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy2025 Lecture notes in computer science conference-paper Medicine Head and Neck Cancer Studies Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
2citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy2024 arXiv (Cornell University) preprint Neuroscience Brain Tumor Detection and Classification Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
0citations -
Automated Deep Learning–based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI2025 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access
Diogo H. Shiraishi, Susmita Saha, Isaac Mawusi Adanyeguh, Sirio Cocozza, Louise A. Corben, Andreas Deistung, +31 more
4citations -
MRI-based radiomics in breast cancer: feature robustness with respect to inter-observer segmentation variability2020 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Renée W. Y. Granzier, N. M. H. Verbakel, Abdalla Ibrahim, Janita E. van Timmeren, Thiemo J. A. van Nijnatten, Ralph T. H. Leijenaar, +3 more
87citations -
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 preclinical CT and MRI Liver Imaging Dataset with Anatomical, Functional and Segmentation Data2026 Scientific Data data-paper Medicine Radiomics and Machine Learning in Medical Imaging Open access
Sarah Schraven, Catherine Gonzalez, Ferhan Baskaya, Lara Krott, Anika Beckers, Renée Michèle Girbig, +6 more
0citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy2025 RWTH Publications (RWTH Aachen) book-chapter Physics and Astronomy Advanced Radiotherapy Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
0citations -
Atlas-Augmented Semantic Segmentation for Robust Ultra-Low-Field Pediatric Brain Imaging2026 Lecture notes in computer science conference-paper Engineering Sparse and Compressive Sensing Techniques Open access
Kostiantyn Lavronenko, Rueveyda Yilmaz, Zhu Chen, Johannes Stegmaier, Volkmar Schulz
0citations -
Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation2025 Radiology Artificial Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Hartmut Häntze, Lina Xu, Christian J. Mertens, Felix J. Dorfner, Leonhard Donle, Felix Busch, +25 more
16citations -
CT- and MRI-Aided Fluorescence Tomography Reconstructions for Biodistribution Analysis2023 Investigative Radiology article Medicine Optical Imaging and Spectroscopy Techniques Open access
Sarah Schraven, Ramona Brück, Stefanie Rosenhain, Teresa Lemainque, David Heines, Hormoz Noormohammadian, +3 more
11citations -
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge2025 The Journal of Machine Learning for Biomedical Imaging article Medicine Meningioma and schwannoma management Open access
Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Pierre Nedelec, Nourel Hoda Tahon, +89 more
11citations