Deep-learning-based extraction of circle of Willis topology with anatomical priors

Deep-learning-based extraction of circle of Willis topology with anatomical priors

Abstract The circle of Willis (CoW) is a circular arrangement of arteries in the human brain, exhibiting significant anatomical variability. The CoW is extensively studied in relation to neurovascular pathologies, with certain anatomical variants previously linked to ischemic stroke and intracranial...

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Main Authors: Dieuwertje Alblas, Iris N. Vos, Micha M. Lipplaa, Christoph Brune, Irene C. van der Schaaf, Mireille R. E. Velthuis, Birgitta K. Velthuis, Hugo J. Kuijf, Ynte M. Ruigrok, Jelmer M. Wolterink
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Circle of Willis
Vessel tracking
Anatomical priors
Deep Learning
Online Access:https://doi.org/10.1038/s41598-024-80574-0
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