Transfer Learning for Nonrigid 2D/3D Cardiovascular Images Registration

Shaoya Guan,Tianmiao Wang,Kai Sun,Cai Meng

IEEE Journal of Biomedical and Health Informatics（2021）

Cited 8|Views20

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Abstract

Cardiovascular image registration is an essential approach to combine the advantages of preoperative 3D computed tomography angiograph (CTA) images and intraoperative 2D X-ray/digital subtraction angiography (DSA) images together in minimally invasive vascular interventional surgery (MIVI). Recent studies have shown that convolutional neural network (CNN) regression model can be used to register t...

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Key words

Image registration,Biomedical imaging,Strain,Solid modeling,Three-dimensional displays,Two dimensional displays,Feature extraction

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