Future Unruptured Intracranial Aneurysm Growth Prediction using Mesh Convolutional Neural Networks

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 predict if an UIA is likely to grow based on an initial baseline Time-of-Flight MRA (TOF-MRA). It is known that the size...

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Veröffentlicht in:	arXiv.org 2022-08
Hauptverfasser:	Timmins, Kimberley M, Kamphuis, Maarten J, Vos, Iris N, Velthuis, Birgitta K, Irene C van der Schaaf, Kuijf, Hugo J
Format:	Artikel
Sprache:	eng
Schlagworte:	Aneurysms Artificial neural networks Feasibility studies Finite element method Neural networks Prediction models Rupture Topology
Online-Zugang:	Volltext
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