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A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative2020 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent
Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Daniel Truhn, Stefan Conrad, +4 more
12citations -
Deep learning-based instance segmentation on 3D laser triangulation data for inline monitoring of particle size distributions in construction and demolition waste recycling26citations
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Deep learning-based 3D reconstruction of dentate nuclei in Friedreich’s ataxia from T2*weighted MR images2025 Machine Learning with Applications article Computer Science Medical Image Segmentation Techniques Open access
Trushal Sardhara, Ravi Dadsena, Roland Can Aydin, R.-D Hilgers, Jörg Bernhard Schulz, Kathrin Reetz, +12 more
1citations -
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent
Reza Azad, Leon Niggemeier, Michael Hüttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yury Velichko, +2 more
248citations -
Human Inner Ear Anatomy: Labeled Volume CT Data of Inner Ear Fluid Space and Anatomical Landmarks2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Medical Image Segmentation Techniques Open access
Jannik Stebani, Martin Blaimer, Tilmann Neun, Daniël M. Pelt, Kristen Rak
0citations -
Human Inner Ear Anatomy: Labeled Volume CT Data of Inner Ear Fluid Space and Anatomical Landmarks2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Medical Image Segmentation Techniques Open access
Jannik Stebani, Martin Blaimer, Tilmann Neun, Daniël M. Pelt, Kristen Rak
0citations -
Subcortical Segmentation of the Fetal Brain in 3D Ultrasound using Deep Learning2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Medical Image Segmentation Techniques Open access
Linde S. Hesse, Moska Aliasi, Felipe A. Moser, Monique C. Haak, Weidi Xie, Mark Jenkinson, +1 more
4citations -
A Holographic Augmented Reality Interface for Visualizing of MRI Data and Planning of Neurosurgical Procedures2021 Journal of Imaging Informatics in Medicine article Computer Science Augmented Reality Applications Open access
Cristina Marie Morales Mojica, Jose D. Velazco‐Garcia, Eleftherios P. Pappas, Theodosios Birbilis, Aaron T. Becker, Ernst L. Leiss, +3 more
25citations -
Denoising low-field MR images with a deep learning algorithm based on simulated data from easily accessible open-source software2024 Journal of Magnetic Resonance article Computer Science Image and Signal Denoising Methods Open access
Chloé Najac, Beatrice Lena, Thomas O’Reilly, Yiming Dong, Peter Börnert, Hieab H.H. Adams, +1 more
12citations -
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning2021 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques Open access
Maureen A.J.M. van Eijnatten, Leonardo Rundo, Kees Joost Batenburg, Felix F. Lucka, Emma J. Beddowes, Carlos H. Caldas, +4 more
17citations -
286th ENMC international workshop: Muscle imaging: artificial intelligence, automatic segmentation and imaging data sharing in neuromuscular disease. Hoofddorp, The Netherlands, 7-9 March 2025
Jodi Warman‐Chardon, Volker W. Straub, John Vissing, Sarah Schlaeger, Hermien E. Kan, Pierre G. Carlier, +3 more
2citations -
Validation and comparison of three different methods for automated identification of distal femoral landmarks in 3D2025 Biomedizinische Technik/Biomedical Engineering article Computer Science Medical Image Segmentation Techniques Open access
Luisa Berger, Peter Brößner, Sonja A. G. A. Grothues, Kunihiko Tokunaga, Masashi Okamoto, Klaus Radermacher
2citations -
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 -
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 -
Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentation2023 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques
Yicong Tan, Prerak Mody, Viktor van der Valk, Marius Staring, Jan C. van Gemert
0citations -
Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations2024 Future Generation Computer Systems article Computer Science Advanced Image Processing Techniques Open access
Xin Liu, Mario Rüttgers, Alessio Quercia, Romain Égelé, Elisabeth A. G. Pfaehler, Rushikesh Shende, +4 more
8citations