Birgitta K. Velthuis

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 19

Top Topics

Convolutional Neural Networks

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Image Processing

Medical Imaging: Computer-Aided Diagnosis

Publications

Kaiyuan Yang, Fabio Musio, Yihui Ma, Norman Juchler, Johannes C. Paetzold, Rami Al-Maskari, Luciano Höher, Hongwei Bran Li, Ibrahim Ethem Hamamci, Anjany Sekuboyina, Suprosanna Shit, Houjing Huang, Diana Waldmannstetter, Florian Kofler, Fernando Navarro, Martin J. Menten, Ivan Ezhov, Daniel Rueckert, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf, Julien Hämmerli, Catherine Wurster, Philippe Bijlenga, Laura Westphal, Jeroen Bisschop, Elisa Colombo, Hakim Baazaoui, Andrew Makmur, James Hallinan, Benedikt Wiestler, Jan S. Kirschke, Roland Wiest, Emmanuel Montagnon, Laurent Létourneau-Guillon, Adrian Galdran, Francesco Galati, Daniele Falcetta, Maria A. Zuluaga, Chaolong Lin, Haoran Zhao, Zehan Zhang, Sinyoung Ra, Jongyun Hwang, Hyunjin Park, Junqiang Chen, Marek Wodzinski, Henning Müller, et al.
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA. CoRR (2023)
Kimberley M. Timmins, Irene C. van der Schaaf, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf
Geometric Deep Learning Using Vascular Surface Meshes for Modality-Independent Unruptured Intracranial Aneurysm Detection. IEEE Trans. Medical Imaging 42 (11) (2023)
Laura Alvarez-Florez, Jörg Sander, Mimount Bourfiss, Fleur V. Y. Tjong, Birgitta K. Velthuis, Ivana Isgum
Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy. CoRR (2023)
Laura Alvarez-Florez, Jörg Sander, Mimount Bourfiss, Fleur V. Y. Tjong, Birgitta K. Velthuis, Ivana Isgum
Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy. STACOM@MICCAI (2023)
Iris N. Vos, Ishaan Bhat, Birgitta K. Velthuis, Ynte Ruigrok, Hugo J. Kuijf
Calibration techniques for node classification using graph neural networks on medical image data. MIDL (2023)
Iris N. Vos, Maud E. H. Ophelders, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf
Assessment of manual and automated intracranial artery diameter measurements. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Kimberley M. Timmins, Irene C. van der Schaaf, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf
Deep learning with vessel surface meshes for intracranial aneurysm detection. Medical Imaging: Computer-Aided Diagnosis (2022)
Rick J. van Tuijl, Iris N. Vos, Ynte M. Ruigrok, Irene C. van der Schaaf, Birgitta K. Velthuis, Jaco J. M. Zwanenburg
Relationship between diameter asymmetry of the anterior cerebral arteries of the Circle of Willis and asymmetry in diameters and blood flow of the upstream vasculature: preliminary results. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2022)
Iris N. Vos, Ynte M. Ruigrok, Kimberley M. Timmins, Birgitta K. Velthuis, Hugo J. Kuijf
Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets. Medical Imaging: Image Processing (2022)
Kimberley M. Timmins, Maarten J. Kamphuis, Iris N. Vos, Birgitta K. Velthuis, Irene C. van der Schaaf, Hugo J. Kuijf
Future Unruptured Intracranial Aneurysm Growth Prediction using Mesh Convolutional Neural Networks. CoRR (2022)
Kimberley M. Timmins, Maarten J. Kamphuis, Iris N. Vos, Birgitta K. Velthuis, Irene C. van der Schaaf, Hugo J. Kuijf
Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks. EPIMI/ML-CDS@MICCAI (2022)
Kimberley M. Timmins, Irene C. van der Schaaf, Edwin Bennink, Ynte M. Ruigrok, Xingle An, Michael Baumgartner, Pascal Bourdon, Riccardo de Feo, Tommaso Di Noto, Florian Dubost, Augusto Fava-Sanches, Xue Feng, Corentin Giroud, Inteneural Group, Minghui Hu, Paul F. Jaeger, Juhana Kaiponen, Michal Klimont, Yuexiang Li, Hongwei Li, Yi Lin, Timo Loehr, Jun Ma, Klaus H. Maier-Hein, Guillaume Marie, Bjoern H. Menze, Jonas Richiardi, Saifeddine Rjiba, Dhaval Shah, Suprosanna Shit, Jussi Tohka, Thierry Urruty, Urszula Walinska, Xiaoping Yang, Yunqiao Yang, Yin Yin, Birgitta K. Velthuis, Hugo J. Kuijf
Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge. NeuroImage 238 (2021)
Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf
Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs. CoRR (2021)
Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf
Variational autoencoders with a structural similarity loss in time of flight MRAs. Medical Imaging: Image Processing (2021)
V. de Vos, Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf
Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning. CoRR (2021)
V. de Vos, Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf
Automatic cerebral vessel extraction in TOF-MRA using deep learning. Medical Imaging: Image Processing (2021)
Pieter C. Vos, Edwin Bennink, Hugo W. A. M. de Jong, Birgitta K. Velthuis, Max A. Viergever, Jan-Willem Dankbaar
Automated prediction of tissue outcome after acute ischemic stroke in computed tomography perfusion images. Medical Imaging: Computer-Aided Diagnosis (2015)
Edwin Bennink, Jaap Oosterbroek, Max A. Viergever, Birgitta K. Velthuis, Hugo W. A. M. de Jong
A non-linear regression method for CT brain perfusion analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Jaap Oosterbroek, Edwin Bennink, Jan-Willem Dankbaar, Alexander D. Horsch, Max A. Viergever, Birgitta K. Velthuis, Hugo W. A. M. de Jong
Predicting stroke outcome using DCE-CT measured blood velocity. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)
Pieter C. Vos, Ivana Isgum, J. Matthijs Biesbroek, Birgitta K. Velthuis, Max A. Viergever
Combined pixel classification and atlas-based segmentation of the ventricular system in brain CT Images. Medical Imaging: Image Processing (2013)
Pieter C. Vos, J. Matthijs Biesbroek, Nick A. Weaver, Birgitta K. Velthuis, Max A. Viergever
Automatic detection and segmentation of ischemic lesions in computed tomography images of stroke patients. Medical Imaging: Computer-Aided Diagnosis (2013)
Jean-Paul Charbonnier, Ewoud J. Smit, Max A. Viergever, Birgitta K. Velthuis, Pieter C. Vos
Computer-aided diagnosis of acute ischemic stroke based on cerebral hypoperfusion using 4D CT angiography. Medical Imaging: Computer-Aided Diagnosis (2013)
Azadeh Firouzian, Rashindra Manniesing, Coert T. Metz, Stefan Klein, Birgitta K. Velthuis, Gabriel J. E. Rinkel, Aad van der Lugt, Wiro J. Niessen
Intracranial aneurysm growth quantification in CTA. Medical Imaging: Image Processing (2012)
Rashindra Manniesing, Birgitta K. Velthuis, Maarten S. van Leeuwen, Irene C. van der Schaaf, P. J. van Laar, Wiro J. Niessen
Level set based cerebral vasculature segmentation and diameter quantification in CT angiography. Medical Image Anal. 10 (2) (2006)
Rashindra Manniesing, Birgitta K. Velthuis, Maarten S. van Leeuwen, Wiro J. Niessen
Skeletonization for reinitialization in level-set-based vascular tree segmentation. Medical Imaging: Image Processing (2004)