GCW-UNet segmentation of cardiac magnetic resonance images for evaluation of left atrial enlargement.

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第一作者： Kelvin K L,Wong

第一单位： School of Computer Science and Engineering, Central South University, Changsha 410083, China. Electronic address: kelvin.wong@csu.edu.cn.

作者： Kelvin K L,Wong ^[1] ; An,Zhang ^[2] ; Ke,Yang ^[2] ; Shiqian,Wu ^[2] ; Dhanjoo N,Ghista ^[3]

作者单位： School of Computer Science and Engineering, Central South University, Changsha 410083, China. Electronic address: kelvin.wong@csu.edu.cn. ^[1] Key Laboratory of Metallurgical Equipment and Control Technology, Ministry of Education, Wuhan University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering, Wuhan University of Science and Technology, Wuhan, China. ^[2] Diversity 2020 Foundation, San Jose, CA 95126, USA. ^[3]

关键词 Convolutional neural network (CNN)Gaussian convolution Left atrial enlargement (LAE)Left atrial segmentation and reconstruction Magnetic resonance imaging (MRI)

主题词心肌疾病(Cardiomyopathies);心血管疾病(Cardiovascular Diseases);心房(Heart Atria);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted);磁共振成像(Magnetic Resonance Imaging)

DOI 10.1016/j.cmpb.2022.106915

PMID 35653942

发布时间 2022-06-27

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