Regularized Image Reconstruction in Parallel MRI with MATLAB

Preface. Acknowledgement. Author Biography. Parallel MR image reconstruction. Regularization techniques for MR image reconstruction. Regularization parameter selection methods in parallel MR image reconstruction. Multi-filter calibration for autocalibrating parallel MRI. Parameter adaptation for wavelet regularization in parallel MRI. Parameter adaptation for total variation based regularization in parallel MRI. Combination of parallel magnetic resonance imaging and compressed sensing using L1-SPIRiT. Matrix completion methods. References. L MATLAB Codes.

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• Biofísica
• Engenharia biomédica
• Ciência ambiental, engenharia e tecnologia
• Engenharia electrotécnica
• Processamento de imagens
• Ciências da vida: temas gerais
• Física médica

SNR Variation;Medical Imaging;ROF Model;Magnetic Resonance;Dataset II;Image Analysis;Parallel Magnetic Resonance Imaging;Low Rank Matrix;Coil Sensitivity;Low Rank Property;Regularization Parameter;Regularization Parameter Selection;Dynamic Mri;Residual Error Norm;GCV Function;Matrix Completion Problem;Wavelet Coefficients;Sure;Tv Regularization;DCE Mri;RF Pulse;Nuclear Norm;Tikhonov Regularization;SNR Condition;Lasso Problem;Interior Point Methods;Perturbation Step;Pe Line