Variational autoencoders with a structural similarity loss in time of flight MRAs. - Kimberley M. Timmins; Irene C. van der Schaaf; Ynte M. Ruigrok; Birgitta K. Velthuis; Hugo J. Kuijf (Image Processing, 2021)

Automatic cerebral vessel extraction in TOF-MRA using deep learning. - V. de Vos; Kimberley M. Timmins; Irene C. van der Schaaf; Ynte M. Ruigrok; Birgitta K. Velthuis; Hugo J. Kuijf (Image Processing, 2021)

Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge. - Kimberley M. Timmins; Irene C. van der Schaaf; Edwin Bennink; Ynte M. Ruigrok; Xingle An; Michael Baumgartner 001; Pascal Bourdon; Riccardo de Feo; Tommaso Di Noto; Florian Dubost; Augusto Fava-Sanches; Xue Feng 001; et al. (NeuroImage, 2021)

Deep learning with vessel surface meshes for intracranial aneurysm detection. - Kimberley M. Timmins; Irene C. van der Schaaf; Iris N. Vos; Ynte M. Ruigrok; Birgitta K. Velthuis; Hugo J. Kuijf (Computer-Aided Diagnosis, 2022)

Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks. - Kimberley M. Timmins; Maarten J. Kamphuis; Iris N. Vos; Birgitta K. Velthuis; Irene C. van der Schaaf; Hugo J. Kuijf (EPIMI/ML-CDS@MICCAI, 2022)

Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets. - Iris N. Vos; Ynte M. Ruigrok; Kimberley M. Timmins; Birgitta K. Velthuis; Hugo J. Kuijf (Image Processing, 2022)

Assessment of cerebral vascular abnormality quantification technique to aid aneurysm localization. - Giulia de Donno; Kimberley M. Timmins; Hugo J. Kuijf (Image Perception, Observer Performance, and Technology Assessment, 2023)

Image Analysis and Deep Learning Techniques for the Detection and Characterisation of Unruptured Intracranial Aneurysms. - Kimberley M. Timmins (2023)

Geometric Deep Learning Using Vascular Surface Meshes for Modality-Independent Unruptured Intracranial Aneurysm Detection. - Kimberley M. Timmins; Irene C. van der Schaaf; Iris N. Vos; Ynte M. Ruigrok; Birgitta K. Velthuis; Hugo J. Kuijf (IEEE Trans. Medical Imaging, 2023)