Kimberley Timmins

Publications

• Geometric Deep Learning using Vascular Surface Meshes for Modality-Independent Unruptured Intracranial Aneurysm Detection
  Timmins, Kimberley M, Van der Schaaf, Irene C, Vos, Iris N, Ruigrok, Ynte M, Velthuis, Birgitta K, Kuijf, Hugo J Jun 2023 in IEEE Transactions on Medical Imaging PP p. 1
• Hemodynamic Parameters in the Parent Arteries of Unruptured Intracranial Aneurysms Depend on Aneurysm Size and Are Different Compared to Contralateral Arteries: A 7 Tesla 4D Flow MRI Study
  van Tuijl, Rick J., Timmins, Kimberley M., Velthuis, Birgitta K., van Ooij, Pim, Zwanenburg, Jaco J.M., Ruigrok, Ynte M., van der Schaaf, Irene C. 2023 in Journal of Magnetic Resonance Imaging
• Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets
  Vos, Iris, Ruigrok, Ynte, Timmins, Kimberley, Velthuis, Birgitta, Kuijf, Hugo apr 2022 in Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets: Conference proceedings of SPIE 12032, Medical Imaging 2022: Image Processing p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032)
• Deep learning with vessel surface meshes for intracranial aneurysm detection
  Timmins, Kimberley, van der Schaaf, Irene, Vos, Iris, Ruigrok, Ynte, Velthuis, Birgitta, Kuijf, Hugo apr 2022 in Deep learning with vessel surface meshes for intracranial aneurysm detection: Proc. SPIE 12033, Medical Imaging 2022: Computer-Aided Diagnosis p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12033)
• Relationship between 3D Morphologic Change and 2D and 3D Growth of Unruptured Intracranial Aneurysms
  Timmins, Kimberley, Kuijf, Hugo, Vergouwen, Mervyn, Ruigrok, Ynte, Velthuis, Birgitta, van der Schaaf, Irene Mar 2022 in American Journal of Neuroradiology 43 (3), p. 416-421
• Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks
  Timmins, Kimberley M., Kamphuis, Maarten J., Vos, Iris N., Velthuis, Birgitta K., Schaaf, Irene C.van der, Kuijf, Hugo J. dec 2022 in Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks: Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging p. 103-112 (Lecture Notes in Computer Science; vol. 13755)
• Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge
  Timmins, Kimberley, van der Schaaf, Irene, Bennink, E, Ruigrok, Ynte, Velthuis, BK, Kuijf, Hugo Sep 2021 in NeuroImage 238
• Reliability and Agreement of 2D and 3D Measurements on MRAs for Growth Assessment of Unruptured Intracranial Aneurysms
  Timmins, Kimberley, Kuijf, Hugo, Vergouwen, Mervyn, Otten, Maarten, Ruigrok, Ynte, Velthuis, BK, van der Schaaf, Irene Sep 2021 in American Journal of Neuroradiology 42 (9), p. 1598-1603
• Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs
  Timmins, Kimberley, van der Schaaf, Irene, Velthuis, BK, Ruigrok, Ynte, Kuijf, Hugo feb 2021 in Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs: Proceedings SPIE 11596, Medical Imaging 2021: Image Processing, 115963A p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596)
• Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning
  de Vos, Vera, Timmins, Kimberley, van der Schaaf, Irene, Ruigrok, Ynte, Velthuis, BK, Kuijf, Hugo 2021 in Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning: Medical Imaging 2021: Image Processing p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596)