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Medical Image Segmentation Techniques Sign in to save
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Papers 323
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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 -
V‐UNet: Medical Image Segmentation Based on Variational Attention Mechanism2025 CAAI Transactions on Intelligence Technology article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Yang Zhang, Qiang Yang, Li Tian, Fanghong Zhang, Yu Ren, Yinhao Li, +1 more
2citations -
Segmenting beyond the imaging data: creation of anatomically valid edentulous mandibular geometries for surgical planning using artificial intelligence2025 Clinical Oral Investigations article Computer Science Medical Image Segmentation Techniques Open access
Stefan Raith, Tobias Pankert, Srikrishna Jaganathan, Kristina Pankert, Hyun Lee, Florian Peters, +2 more
2citations -
Deep learning segmentation model for quantification of infarct size in pigs with myocardial ischemia/reperfusion2024 Basic Research in Cardiology article Computer Science Medical Image Segmentation Techniques Open access
Felix Braczko, Andreas Skyschally, Helmut Raphael Lieder, Jakob Nikolas Kather, Petra Kleinbongard, Gerd Heusch
2citations -
[MedMNIST+] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification with Multiple Size Options: 28 (MNIST-Like), 64, 128, and 2242024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Medical Image Segmentation Techniques Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Fan Zhao, Hanspeter Pfister, +1 more
2citations -
Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access
Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, +2 more
2citations -
Real-time segmentation for tomographic imaging2020 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) conference-paper Computer Science Medical Image Segmentation Techniques Open access
Richard Schoonhoven, Jan‐Willem Buurlage, Daniël M. Pelt, Kees Joost Batenburg
2citations -
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 -
POS0920 QUANTIFICATION OF TENOSYNOVITIS IN RA FROM WRIST MRIs, BASED ON DEEP LEARNING2023 Annals of the Rheumatic Diseases conference-abstract Computer Science Medical Image Segmentation Techniques Open access
Denis P. Shamonin, Y. LI, Tahereh Hassanzadeh, M. Reijnierse, A. Van der Helm – van Mil, Berend C. Stoel
2citations -
OP0190 QUANTIFICATION OF TENOSYNOVITIS, SYNOVITIS AND BONE MARROW EDEMA IN RHEUMATOID ARTHRITIS FROM WRIST MRIs, BASED ON DEEP LEARNING2024 Annals of the Rheumatic Diseases conference-abstract Computer Science Medical Image Segmentation Techniques
Denis P. Shamonin, Ye Li, Tahereh Hassanzadeh, Marleen E. Bakker, M. Reijnierse, Annette H M van der Helm–van Mil, +1 more
2citations -
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 -
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 -
Segmentation-Driven Optimization For Iterative Reconstruction in Optical Projection Tomography: An Exploration2020 IEEE Transactions on Computational Imaging article Computer Science Medical Image Segmentation Techniques Open access
Xiaoqin Tang, Hermes Spaink, Rob Christiaan van Wijk, Fons J. Verbeek
2citations -
A tournament of transformation models: B-Spline-based vs. mesh-based multi-objective deformable image registration2024 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access
Georgios Andreadis, Joas I. Mulder, Anton Bouter, Peter A. N. Bosman, Tanja Alderliesten
2citations
Most active Aachen authors
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Reza Azad 5,265 citations overall34 papers
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Daniel Truhn 8,718 citations overall21 papers
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