7 citations · 11 across the 3 of their papers we have counts for
3 papers
Future Unruptured Intracranial Aneurysm Growth Prediction using Mesh Convolutional Neural Networks
Kimberley M. Timmins, Maarten J. Kamphuis, Iris N. Vos +3
The growth of unruptured intracranial aneurysms (UIAs) is a predictor of rupture. Therefore, for further imaging surveillance and treatment planning, it is important to be able to…
Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning
V. de Vos, K. M. Timmins, I. C. van der Schaaf +3
Deep learning approaches may help radiologists in the early diagnosis and timely treatment of cerebrovascular diseases. Accurate cerebral vessel segmentation of Time-of-Flight Magn…
Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs
Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok +2
Time-of-Flight Magnetic Resonance Angiographs (TOF-MRAs) enable visualization and analysis of cerebral arteries. This analysis may indicate normal variation of the configuration of…