Papers matching “nnU-Net” in Medical Image Segmentation Techniques 29
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Pioneering fully automated bony orbit segmentation: an in silico nnU-Net multicentre approach2025 International Journal of Oral and Maxillofacial Surgery article Computer Science Medical Image Segmentation Techniques Open access
Ashkan Rashad, S Eftimie, Behrus Puladi, Oliver Vladu, Daniel Truhn, Florian M. Thieringer, +4 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 -
Technical and clinical validation of a novel deep learning-based white matter hyperintensity segmentation tool2025 Cerebral Circulation - Cognition and Behavior article Computer Science Medical Image Segmentation Techniques Open access
Benno G. Gesierich, Lukas Pirpamer, Dominik Meier, Michael Amann, Minne N. Cerfontaine, Frank‐Erik de Leeuw, +8 more
6citations -
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge2023 IEEE Journal of Biomedical and Health Informatics article Computer Science Medical Image Segmentation Techniques Open access
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, +34 more
90citations -
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more
25citations -
Cooperative AI training for cardiothoracic segmentation in computed tomography: An iterative multi-center annotation approach2024 European Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
Bianca C Lassen-Schmidt, Bettina Baeßler, Matthias Gutberlet, Josephine Berger, Jan Michael Brendel, Andreas Michael Bucher, +17 more
4citations -
Data-centric approach to uncover and mitigate representation bias in AI segmentation of esophageal tumors on CT2026 European Journal of Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access
Corentin Guérendel, Maria J. Valkema, Youssef Ghosn, Stephan Ursprung, Darren Cowzer, Steven J. Chen, +5 more
1citations -
Fully automated AI-based digital workflow for orbital fracture mirroring: A multicenter approach2026 Journal of Cranio-Maxillofacial Surgery article Computer Science Medical Image Segmentation Techniques Open access
Sorana Mureșanu, Michel Beyer, Ashkan Rashad, Oliver Vladu, Behrus Puladi, Frank Hölzle, +3 more
0citations -
Mouse thorax segmentation dataset2021 University of Groningen research database (University of Groningen / Centre for Information Technology) dataset Computer Science Medical Image Segmentation Techniques Open access
Justin Malimban, Danny Lathouwers, Haibin Qian, Frank Verhaegen, Julia Wiedemann, Sytze Brandenburg, +1 more
0citations -
Pooled two-cohort MRI body composition phenotyping with open-source deep learning2026 Communications Medicine article Computer Science Medical Image Segmentation Techniques Open access
Christian J. Mertens, Hartmut Häntze, Sebastian Ziegelmayer, Jakob Nikolas Kather, Daniel Truhn, Su Hwan Kim, +30 more
0citations -
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 -
Multiscale segmentation using hierarchical phase-contrast tomography and deep learning2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access
Yang Zhou, Shahab Zeini Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, +5 more
3citations -
Deep learning-based auto-segmentation of paraganglioma for growth monitoring2024 SPIE Medical Imaging: Image Perception, Observer Performance, and Technology Assessment conference-paper Computer Science Medical Image Segmentation Techniques Open access
Evi Sijben, Jeroen C. Jansen, Mischa de Ridder, Peter A. N. Bosman, Tanja Alderliesten
2citations -
Optimierung der automatisierten Segmentierung des fibroglandulären Gewebes in der Mamma MRT durch Vision Transformer – Beginn einer neuen Ära?2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Computer Science Medical Image Segmentation Techniques
Gustav Anton Müller‐Franzes, Christiane Katharina Kuhl, L Huck, Daniel Truhn, Teresa Nolte, Sven Nebelung
0citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy2025 RWTH Publications (RWTH Aachen) book-chapter Computer Science Medical Image Segmentation Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
0citations -
Direct Vascular Territory Segmentation on Cerebral Digital Subtraction Angiography2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Matthijs van der Sluijs, Frank G. te Nijenhuis, Sandra Adriana Cornelissen, Pieter‐Jan van Doormaal, Geert J. Lycklama à Nijeholt, Wim H. van Zwam, +6 more
0citations