Highly accelerated multishot echo planar imaging through synergistic machine learning and joint reconstruction.

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第一作者： Berkin,Bilgic

第一单位： Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Massachusetts.

作者： Berkin,Bilgic ^[1] ; Itthi,Chatnuntawech ^[2] ; Mary Kate,Manhard ^[3] ; Qiyuan,Tian ^[4] ; Congyu,Liao ^[1] ; Siddharth S,Iyer ^[2] ; Stephen F,Cauley ^[1] ; Susie Y,Huang ^[2] ; Jonathan R,Polimeni ^[1] ; Lawrence L,Wald ^[2] ; Kawin,Setsompop ^[1]

作者单位： Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, Massachusetts. ^[1] Department of Radiology, Harvard Medical School, Boston, Massachusetts. ^[2] Harvard-MIT Health Sciences and Technology, MIT, Cambridge, Massachusetts. ^[3] National Nanotechnology Center, National Science and Technology Development Agency, Pathum Thani, Thailand. ^[4] Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts. ^[5]

关键词 convolutional neural network deep learning joint reconstruction machine learning multishot EPI parallel imaging

主题词算法(Algorithms);脑(Brain);回波平面成像(Echo-Planar Imaging);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted)

DOI 10.1002/mrm.27813

PMID 31106902

发布时间 2024-07-18

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