Deformable Cardiovascular Image Registration via Multi-Channel Convolutional Neural Network

Deformable Cardiovascular Image Registration via Multi-Channel Convolutional Neural Network

Vascular image registration is an essential approach to combine the advantages of preoperative 3D computed tomography angiography images and intraoperative 2D X-ray/digital subtraction angiography (DSA) images together. Cardiovascular deformation caused by heartbeat and respiration is one of the mos...

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Bibliographic Details
Main Authors: Shaoya Guan, Cai Meng, Yi Xie, Qi Wang, Kai Sun, Tianmiao Wang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
2D/3D Registration
convolutional neural network
multi channel
periodic variation model
vascular deformation
Online Access:https://ieeexplore.ieee.org/document/8633360/

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