JOURNAL ARTICLE

Monte Carlo SURE-based parameter selection for parallel magnetic resonance imaging reconstruction

Daniel S. WellerSathish RamaniJon‐Fredrik NielsenJeffrey A. Fessler

Year: 2013 Journal:   Magnetic Resonance in Medicine Vol: 71 (5)Pages: 1760-1770   Publisher: Wiley

Abstract

The proposed method automatically provides nearly MSE-optimal choices of regularization parameters for data-preserving nonlinear parallel MRI reconstruction methods.

Keywords:
Undersampling Monte Carlo method Regularization (linguistics) Iterative reconstruction Algorithm Mean squared error Computer science Mathematical optimization Mathematics Statistics Artificial intelligence

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34
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2.11
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35
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0.86
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Citation History

Topics

Medical Imaging Techniques and Applications
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
Advanced MRI Techniques and Applications
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
Advanced X-ray and CT Imaging
Physical Sciences →  Engineering →  Biomedical Engineering
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