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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 -
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 -
Automated segmentation of the sacro-iliac joints, posterior spinal joints and discovertebral units on low-dose computed tomography for Na[18F]F PET lesion detection in spondyloarthritis patients
W.R.P. van der Heijden, Floris H. P. van Velden, Robert Hemke, Tom C. Doorschodt, Ronald Boellaard, Conny J. van der Laken, +1 more
5citations -
Multiscale segmentation using hierarchical phase-contrast tomography and deep learning2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access
Yang Zhou, Shahab Zeini Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, +5 more
3citations -
Where Position Matters—Deep-Learning–Driven Normalization and Coregistration of Computed Tomography in the Postoperative Analysis of Deep Brain Stimulation2022 Neuromodulation Technology at the Neural Interface article Computer Science Medical Image Segmentation Techniques
Marco Reisert, Bastian Sajonz, Timo Brugger, Peter Christoph Reinacher, Maximilian Frederik Russe, Elias Kellner, +2 more
10citations -
Automated detection and segmentation of non-small cell lung cancer computed tomography images2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access
Sergey P. Primakov, Abdalla Ibrahim, Janita E. van Timmeren, Guangyao Wu, Simon Keek, Manon P. L. Beuque, +16 more
146citations -
Toward automated segmentation for acute ischemic stroke using non-contrast computed tomography2022 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques
Shih‐Yen Lin, Pi‐Ling Chiang, Peng-Wen Chen, Li‐Hsin Cheng, Meng‐Hsiang Chen, Pei-Chun Chang, +2 more
11citations -
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 -
Cooperative AI training for cardiothoracic segmentation in computed tomography: An iterative multi-center annotation approach2024 European Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
Bianca C Lassen-Schmidt, Bettina Baeßler, Matthias Gutberlet, Josephine Berger, Jan Michael Brendel, Andreas Michael Bucher, +17 more
4citations -
Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review2023 Frontiers in Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Bart Marius de Vries, Gerben J.C. Zwezerijnen, George Louis Burchell, Floris H. P. van Velden, C. Willemien Menke‐van der Houven van Oordt, Ronald Boellaard
104citations