Functional brain network identification and fMRI augmentation using a VAE-GAN framework.

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第一作者： Ning,Qiang

第一单位： School of Physics and Information Technology, Shaanxi Normal University, Xi'an, China; Center for Brain and Brain-Inspired Computing Research, Department of Computer Science, Northwestern Polytechnical University, Xi'an, China.

作者： Ning,Qiang ^[1] ; Jie,Gao ^[2] ; Qinglin,Dong ^[3] ; Huiji,Yue ^[2] ; Hongtao,Liang ^[2] ; Lili,Liu ^[2] ; Jingjing,Yu ^[2] ; Jing,Hu ^[2] ; Shu,Zhang ^[4] ; Bao,Ge ^[1] ; Yifei,Sun ^[2] ; Zhengliang,Liu ^[5] ; Tianming,Liu ^[5] ; Jin,Li ^[6] ; Hujie,Song ^[7] ; Shijie,Zhao ^[8]

作者单位： School of Physics and Information Technology, Shaanxi Normal University, Xi'an, China; Center for Brain and Brain-Inspired Computing Research, Department of Computer Science, Northwestern Polytechnical University, Xi'an, China. ^[1] School of Physics and Information Technology, Shaanxi Normal University, Xi'an, China. ^[2] Advanced Medical Computing and Analysis, Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA. ^[3] Center for Brain and Brain-Inspired Computing Research, Department of Computer Science, Northwestern Polytechnical University, Xi'an, China. ^[4] Cortical Architecture Imaging and Discovery Lab, Department of Computer Science and Bioimaging Research Center, The University of Georgia, Athens, GA, USA. ^[5] School of Physics and Information Technology, Shaanxi Normal University, Xi'an, China. Electronic address: lijin1997@snnu.edu.cn. ^[6] Xi'an TCM Hospital of Encephalopathy, Shaanxi University of Chinese Medicine, Xi'an, China. Electronic address: 13909231298@139.com. ^[7] School of Automation, Northwestern Polytechnical University, Xi'an, China. Electronic address: shijiezhao666@gmail.com. ^[8]

关键词 Brain disorders Data augmentation Functional brain network Generative adversarial net Variational auto-encoder fMRI

主题词磁共振成像(Magnetic Resonance Imaging);脑(Brain)

DOI 10.1016/j.compbiomed.2023.107395

PMID 37669583

发布时间 2023-09-27

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