Abstract #3171

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

Hyungseob Shin¹, Yohan Jun^1,2, 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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