Automatic vessel segmentation in X-ray angiogram using spatio-temporal fully-convolutional neural network

Tao Wan, Jianhui Chen, Zhonghua Zhang, Deyu Li, Zengchang Qin

Abstract: Highlights•A new deep learning based method for dynamic vessel segmentation is presented.•A spatio-temporal FCN model provides accurate vascular structures with tiny vessel branches.•The method can serve as a generalized framework to handle different image modalities.