Automated catheter segmentation and tip detection in cerebral angiography with topology-aware geometric deep learning.

Rahul GhoshKelvin WongYi Jonathan ZhangGavin W BritzStephen T C Wong

Published in: Journal of neurointerventional surgery (2023)

These results are the first step towards AI augmentation for robotic neurointervention that could amplify the reach, productivity, and safety of a limited neurointerventional workforce.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
optical coherence tomography
machine learning
public health
computed tomography
subarachnoid hemorrhage
climate change
loop mediated isothermal amplification
minimally invasive
real time pcr
label free
robot assisted
ultrasound guided