Deep learning-based cerebral aneurysm segmentation and morphological analysis with three-dimensional rotational angiography.

Hidehisa Nishi Nicole Mariantonia CancelliereAriana RusticiGuillaume CharbonnierVanessa ChanJulian SpearsThomas R MarottaVitor Mendes Pereira

Published in: Journal of neurointerventional surgery (2023)

The automatic aneurysm analysis model based on angiography data exhibited high accuracy for evaluating the morphological characteristics of cerebral aneurysms.

Keyphrases

deep learning
optical coherence tomography
computed tomography
subarachnoid hemorrhage
machine learning
convolutional neural network
brain injury
big data
cerebral ischemia
data analysis