Deep neural network-based detection and segmentation of intracranial aneurysms on 3D rotational DSA.

Xinke LiuJunqiang FengZhenzhou WuZhonghao NeoChengcheng ZhuPeifang ZhangYan WangYuhua JiangDimitrios MitsourasYouxiang Li

Published in: Interventional neuroradiology : journal of peritherapeutic neuroradiology, surgical procedures and related neurosciences (2021)

A 3D-Dense-UNet model can detect and segment aneurysms with relatively high accuracy using 3D-RA images. The automatically measured maximum diameter has potential clinical application value.

Keyphrases

neural network
deep learning
convolutional neural network
rheumatoid arthritis
loop mediated isothermal amplification
real time pcr
optic nerve
optical coherence tomography
disease activity
machine learning
human health
climate change
systemic sclerosis