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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 Computer Science Medical Image Segmentation Techniques Open access
Alberto De Luca, Ana Sofia Costa, Geert Jan Biessels, María del C. Valdés Hernández, Lucia Ballerini, Francesca M. Chappell, +6 more
0citations -
The quality of reporting in cardiac MRI artificial intelligence segmentation studies - a systematic review2022 European Heart Journal - Cardiovascular Imaging article Medicine Artificial Intelligence in Healthcare and Education Open access
Samer Alabed, Ahmed Maiter, Mahan Salehi, Sam Jenkins, Michael J. Sharkey, Vera Rakocevic, +7 more
1citations -
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 Computer Science Medical Image Segmentation Techniques Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
1citations -
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 -
Fully Automated Valve Segmentation for Blood Flow Assessment From 4D Flow MRI Including Automated Cardiac Valve Tracking and Transvalvular Velocity Mapping2024 Journal of Magnetic Resonance Imaging article Medicine Cardiac Valve Diseases and Treatments Open access
Thomas in de Braekt, Jean‐Paul Aben, Marc Maussen, Harrie C. M. van den Bosch, Patrick Houthuizen, Arno A.W. Roest, +2 more
1citations -
MRI Manufacturer Shift and Adaptation: Increasing the Generalizability of Deep Learning Segmentation for MR Images Acquired with Different Scanners2020 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access cited by 5 patents
Wenjun Yan, Lu Huang, Liming Xia, Shengjia Gu, Fuhua Yan, Yuanyuan Wang, +1 more
68citations -
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 -
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 -
Deep learning for automated segmentation of central cartilage tumors on MRI2025 European Radiology Experimental article Computer Science Medical Image Segmentation Techniques Open access
Salvatore Gitto, Anna Corti, Kirsten van Langevelde, Ana Navas Cañete, Antonino Cincotta, Carmelo Messina, +5 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
88citations -
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 -
Segmentation and registration of within‐subject 7 tesla ex vivo and 3 tesla in situ MRI to increase sensitivity of imaging biomarkers2025 Alzheimer s & Dementia article Computer Science Medical Image Segmentation Techniques Open access
Pulkit Khandelwal, Sydney Lim, Wilma D.J. Van de Berg, Louise van der Weerd, Paul A. Yushkevich, Laura E. Jonkman, +1 more
0citations -
Reproducibility of Aorta Segmentation on 4D Flow MRI in Healthy Volunteers2020 Journal of Magnetic Resonance Imaging article Medicine Advanced MRI Techniques and Applications Open access cited by 2 patents
Joe F. Juffermans, Jos J.M. Westenberg, Arno A.W. Roest, Hans C. van Assen, Roel L.F. van der Palen, Hildo J. Lamb
37citations -
Fully Automatic Adaptive Meshing Based Segmentation of the Ventricular System for Augmented Reality Visualization and Navigation2021 World Neurosurgery article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Jesse A. M. van Doormaal, Tim Fick, Meedie Ali, M. Kollen, Vince van der Kuijp, Tristan P. C. van Doormaal
18citations -
Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation2025 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access
Hartmut Häntze, Lina Xu, Christian J. Mertens, Felix J. Dorfner, Leonhard Donle, Felix Busch, +25 more
16citations