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Abstract #0746

An accurate and efficient infarction segmentation method for diffusion weighted images using a deep convolutional neural network

Hanjing Kong1, Fei Gao2, Wenjian Huang1, Weihai Xu3, Yining Huang4, and Jue Zhang1,2

1Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China, 2College of Engineering, Peking University, Beijing, China, 3Department of Neurology, Peking Union Medical College Hospital, Beijing, China, 4Department of Neurology, Peking University First Hospital, Beijing, China

Accurate identification of infarcted regions of the brain is critical in management of stroke patients. An efficient and accurate method based on a deep convolutional neural network for segmentation of infarcts in the diffusion-weighted images is proposed.

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