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MR-to-US Registration Using Multiclass Segmentation of Hepatic Vasculature with a Reduced 3D U-Net2020 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Bart R. Thomson, Jasper N. Smit, Oleksandra Ivashchenko, Niels F.M. Kok, Koert F.D. Kuhlmann, Theo J. M. Ruers, +1 more
31citations -
Foreground Extraction in Histo-Pathological Image by Combining Mathematical Morphology Operations and U-Net2023 International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Jia Li, Junling He, Jingmin Long, Chenxu Wang, Jesper Kers, Fons J. Verbeek
1citations -
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 -
Do Automated, U-Net-Based Cartilage Segmentations From Mri Benefit From Manual Quality Control And Correction? Data From The Imi-Approach Project2023 Osteoarthritis and Cartilage article Computer Science Medical Image Segmentation Techniques Open access
S. Maschek, A. Wisser, M.P. Jansen, S.C. Mastbergen, A.C. Marijnissen, F. Lafeber, +10 more
1citations -
Automated Segmentation of Mitochondria in Virus-Infected Cells Using Deep Learning Models2023 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Matthijs Schrage, Mario-Alin Rus, Marre Niessen, Thomas Burgoyne, Andreia Pinto
1citations -
Mandible segmentation from CT data for virtual surgical planning using an augmented two-stepped convolutional neural network2023 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques Open access
Tobias Pankert, Hyun Lee, Florian Peters, Frank Hölzle, Ali Modabber, Stefan Raith
24citations -
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 -
Deep learning-based automated segmentation of intracerebral haemorrhage, intraventricular haemorrhage and perihaematomal oedema on non-contrast CT2026 European Stroke Journal article Computer Science Medical Image Segmentation Techniques Open access
Floor N H Wilting, Jules P. J. Douwes, Ajay Patel, Floris H.B.M. Schreuder, Rúben Dammers, Gerjon Hannink, +7 more
2citations -
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 -
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