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公开(公告)号:US20240385274A1
公开(公告)日:2024-11-21
申请号:US18318489
申请日:2023-05-16
Applicant: GE Precision Healthcare LLC
Inventor: Nitin Jain , Ashok Kumar P Reddy , Rajdeep Das , Sajith Rajamani , Rajagopalan Sundaresan , Harsh Kumar Agarwal , Ramesh Venkatesan
IPC: G01R33/58 , G01R33/56 , G01R33/561 , G01R33/563
Abstract: A method includes obtaining k-space data acquired by an MRI scanner from a single channel body coil utilizing a multi-shot EP-DWI pulse sequence and sampling the k-space data for a plurality of shots so that for each shot both a central k-space is fully sampled to form a central calibration region and an outer k-space is partially sampled by a factor equal to a number of shots. The method includes reconstructing an initial fully sampled k-space estimate for each shot utilizing both partial Fourier constant sampling and projection on convex sets reconstruction, wherein the plurality of shots is treated as a plurality of channels for filling in missing k-space for a respective shot. The method includes utilizing a low-rank regularization algorithm in an iterative manner to generate a reconstructed image for each shot, wherein the initial fully sampled k-space estimate for each shot is utilized as an initial guess.