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Abstract #3171

Brain Vessel Extraction without MRA / V using Deep Convolutional Neural Network

Hyungseob Shin1, Yohan Jun1,2, Taeseong Kim1, Taejoon Eo1, Sungsoo Ahn3, and Dosik Hwang1

1Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea, 2Philips Korea, Seoul, Republic of Korea, 3Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea

In this paper, we introduce a deep residual learning approach to extract brain vessels from contrast-enhanced(CE) magnetic resonance images. Our experiment results show that we can successfully achieve and visualize brain vessel information from CE MRI without magnetic resonance angiography and magnetic resonance venography(MRA/V) that are currently used for brain vessel extraction.

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