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Medical Image Segmentation Techniques Sign in to save
Papers per year
Papers 323
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Getting Cartilage Thickness Measurements Right: A Systematic Inter-Method Comparison Using MRI Data from the Osteoarthritis Initiative2023 Cartilage article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Teresa Nolte, Simon D. Westfechtel, Justus Schock, Matthias Knobe, Torsten Pastor, Elisabeth A. G. Pfaehler, +3 more
7citations -
Deep Anatomical Federated Network (Dafne): An Open Client-Server Framework for Continuous, Collaborative Improvement of Deep Learning–based Medical Image Segmentation2025 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques
Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, +8 more
7citations -
A framework for pulmonary fissure segmentation in 3D CT images using a directional derivative of plate filter2020 Signal Processing article Computer Science Medical Image Segmentation Techniques cited by 1 patent
Hong Zhao, Berend C. Stoel, Marius Staring, Jan N Stolk, Ping Zhou, Changyan Xiao
7citations -
Self-supervised Semantic Segmentation: Consistency over Transformation2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulaş Bağcı, Dorit Merhof
6citations -
Registration of Image Modalities for Analyses of Tissue Samples Using 3D Image Modelling2020 PROTEOMICS - CLINICAL APPLICATIONS article Computer Science Medical Image Segmentation Techniques Open access
Juliane Hermann, Kai Brehmer, Vera Jankowski, Michaela Lellig, Mathias Hohl, Felix Mahfoud, +5 more
6citations -
A Novel Combined Level Set Model for Carpus Segmentation from Magnetic Resonance Images with Prior Knowledge aligned in Polar Coordinate System2021 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques
Sven Nebelung, Justus Schock, Björn Rath, Markus Tingart, Yu Liu, Nad Siroros, +1 more
6citations -
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 -
Estimation of Muscle Fascicle Orientation in Ultrasonic Images2020 International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Regina Pohle-Fröhlich, Christoph Dalitz, Charlotte Richter, Benjamin Stäudle, Kirsten Albracht
6citations -
Automated major psoas muscle volumetry in computed tomography using machine learning algorithms2021 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques Open access
Felix Duong, Michael Gadermayr, Dorit Merhof, Christiane Katharina Kuhl, Philipp Bruners, Sven Heiko Loosen, +3 more
6citations -
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, +1 more
6citations -
3D reconstruction of ultra-high resolution neurotransmitter receptor atlases in human and non-human primate brains2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Medical Image Segmentation Techniques Open access
Thomas Funck, Konrad Wagstyl, Claude Lepage, Mona Omidyeganeh, P.-J. Toussaint, Katrin Amunts, +3 more
6citations -
MSA$^2$Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation2024 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Sina Ghorbani Kolahi, S. Kamal Chaharsooghi, Toktam Khatibi, Afshin Bozorgpour, Reza Azad, Moein Heidari, +2 more
6citations -
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 -
Validating Automated Segmentation Tools in the Assessment of Caudate Atrophy in Huntington’s Disease2021 Frontiers in Neurology article Computer Science Medical Image Segmentation Techniques Open access
Nina M. Mansoor, Tishok Vanniyasingam, Ian B. Malone, Nicola Z. Hobbs, Elin M. Rees, Alexandra Dürr, +5 more
6citations
Most active Aachen authors
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Reza Azad 5,265 citations overall34 papers
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Marius Staring 12,253 citations overall32 papers
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Klaus Radermacher 4,604 citations overall25 papers
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Benjamin Hohlmann 81 citations overall22 papers
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Daniel Truhn 8,718 citations overall21 papers
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Peter Brößner 28 citations overall21 papers
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Tanja Alderliesten 2,770 citations overall20 papers
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Dorit Merhof 13,091 citations overall18 papers
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Rob J. van der Geest 18,738 citations overall10 papers
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Frank Hölzle 11,293 citations overall10 papers
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Berend C. Stoel 7,019 citations overall10 papers
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Monique C. Haak 6,876 citations overall10 papers
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Niels Dekker 0 citations overall10 papers
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Christiane Katharina Kuhl 30,018 citations overall9 papers
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Jouke Dijkstra 9,970 citations overall9 papers