Regularized Image Reconstruction in Parallel MRI with MATLAB
Joseph Suresh Paul, Indian Institute of Information Technology and Management;
Raji Susan Mathew
CRC Press, Inc., 2020
ISBN: 9780815361473;
Language: English
Regularized Image Reconstruction in Parallel MRI with MATLAB interprets regularized image reconstruction in pMRI as a means to effectively control the balance between two specific types of error signals to either improve the accuracy in estimation of missing samples, or speed up the estimation process. This book serves as a reference material for researchers and students involved in development of pMRI reconstruction methods. Industry practitioners concerned with how to apply regularization in pMRI reconstruction will find this book most useful.
Features
- Provides details for optimizing regularization parameters in each type of reconstruction
- Presents comparison of regularization approaches for each type of pMRI reconstruction
- Includes discussion of case studies using clinically acquired data
- MATLAB codes are provided for each reconstruction type
- Contains method-wise description of adapting regularization to optimize speed and accuracy
The book includes a chapter on the MATLAB codes that were used.
