18 citations · 37 across the 6 of their papers we have counts for
6 papers
Two-Steps Neural Networks for an Automated Cerebrovascular Landmark Detection
Rafic Nader, Vincent L'Allinec, Romain Bourcier +1
Intracranial aneurysms (ICA) commonly occur in specific segments of the Circle of Willis (CoW), primarily, onto thirteen major arterial bifurcations. An accurate detection of these…
Building a Synthetic Vascular Model: Evaluation in an Intracranial Aneurysms Detection Scenario
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, including the cerebral arteries, bifurcations and intracranial aneur…
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…
The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
Kaiyuan Yang, Fabio Musio, Yihui Ma +112
The Circle of Willis (CoW) is an important network of arteries connecting major circulations of the brain. Its vascular architecture is believed to influence the risk, severity, an…
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…