How Long to Read Regularized Image Reconstruction in Parallel MRI with MATLAB

How Long Does it Take to Read Regularized Image Reconstruction in Parallel MRI with MATLAB?

It takes the average reader 4 hours and 32 minutes to read Regularized Image Reconstruction in Parallel MRI with MATLAB by Joseph Suresh Paul

Assuming a reading speed of 250 words per minute. Learn more

Description

Regularization becomes an integral part of the reconstruction process in accelerated parallel magnetic resonance imaging (pMRI) due to the need for utilizing the most discriminative information in the form of parsimonious models to generate high quality images with reduced noise and artifacts. Apart from providing a detailed overview and implementation details of various pMRI reconstruction methods, Regularized image reconstruction in parallel MRI with MATLAB examples 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. The first type corresponds to the modeling error between acquired and their estimated values. The second type arises due to the perturbation of k-space values in autocalibration methods or sparse approximation in the compressed sensing based reconstruction model. 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. 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.

How long is Regularized Image Reconstruction in Parallel MRI with MATLAB?

Regularized Image Reconstruction in Parallel MRI with MATLAB by Joseph Suresh Paul is 271 pages long, and a total of 68,021 words.

This makes it 91% the length of the average book. It also has 83% more words than the average book.

How Long Does it Take to Read Regularized Image Reconstruction in Parallel MRI with MATLAB Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 11 minutes to read Regularized Image Reconstruction in Parallel MRI with MATLAB aloud.

What Reading Level is Regularized Image Reconstruction in Parallel MRI with MATLAB?

Regularized Image Reconstruction in Parallel MRI with MATLAB is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Regularized Image Reconstruction in Parallel MRI with MATLAB?

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