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More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs

Jiading Gai, Nady Obeid, Joseph L. Holtrop, Xiao-Long Wu, Fan Lam, Maojing Fu, Justin P. Haldar, Wen-mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton
2013 Journal of Parallel and Distributed Computing  
Previously, we implemented a GPU-based image reconstruction technique called the Illinois Massively Parallel Acquisition Toolkit for Image reconstruction with ENhanced Throughput in MRI (IMPATIENT MRI)  ...  Through implementation of optimized gridding into our iterative reconstruction scheme, speed-ups of more than a factor of 200 are provided in the improved GPU implementation compared to the previous accelerated  ...  This paper focuses on accelerating the calculation of F H y c and F H F so as to accelerate the entire 3D non-Cartesian high-resolution MRI reconstruction approach to clinically-feasible times.  ... 
doi:10.1016/j.jpdc.2013.01.001 pmid:23682203 pmcid:PMC3652469 fatcat:2abeklmiufabpdgpje5ea23zr4

Streaming Architectures for Medical Image Reconstruction [article]

Brendan West, University, My
2021
To make matters worse, the high raw data bandwidth found in 3D ultrasound requires on-chip volume reconstruction with a tight power dissipation budget---dissipation of more than 5~W may burn the skin of  ...  Unfortunately, emerging computational imaging techniques, such as those found in 3D ultrasound and iterative magnetic resonance imaging (MRI), are severely limited by the high computational requirements  ...  More recently, a Toeplitz-based MRI reconstruction strategy was implemented on GPUs in [12] .  ... 
doi:10.7302/1413 fatcat:ih6hgzcsfjcqfde7f2qm6calsm