18 citations · 37 across the 6 of their papers we have counts for
3 papers · 1 filter
A vascular synthetic model for improved aneurysm segmentation and detection via Deep Neural Networks
Rafic Nader, Florent Autrusseau, Vincent L'Allinec +1
We hereby present a full synthetic model, able to mimic the various constituents of the cerebral vascular tree: the cerebral arteries, the bifurcations and the intracranial aneurys…
Using deep learning for an automatic detection and classification of the vascular bifurcations along the Circle of Willis
Rafic Nader, Romain Bourcier, Florent Autrusseau
Most of the intracranial aneurysms (ICA) occur on a specific portion of the cerebral vascular tree named the Circle of Willis (CoW). More particularly, they mainly arise onto fifte…
Comparing Autoencoder to Geometrical Features for Vascular Bifurcations Identification
Ibtissam Essadik, Anass Nouri, Raja Touahni +1
The cerebrovascular tree is a complex anatomical structure that plays a crucial role in the brain irrigation. A precise identification of the bifurcations in the vascular network i…