Artificial Intelligence in Diffusion MRI

Name: Artificial Intelligence in Diffusion MRI
Brand: Springer Nature Switzerland AG
SKU: 9783030360856
Price: 147.62 EUR
Availability: InStock

Автор: Mohammad Shehab

Език:

Корици: С меки корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

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147.62 € 288.72 лв

This book focuses on the use of artificial intelligence to address a specific problem in the brain -...

Информация за книгата

Автор

Mohammad Shehab

Език

Английски език

Корици

Книга - С меки корици

Издадена

2020

страници

157

EAN

9783030360856

ISBN

3030360857

Enbook ID

33456531

Издател

Springer Nature Switzerland AG

Теглоt

454

Размери

155 x 235 x 10

Пълно описание

This book focuses on the use of artificial intelligence to address a specific problem in the brain - the orientation distribution function. It discusses three aspects: (i) Preparing, enhancing and evaluating one of the cuckoo search algorithms (CSA); (ii) Describing the problem: Diffusion-weighted magnetic resonance imaging (DW-MRI) is used for non-invasive investigations of anatomical connectivity in the human brain, while Q-ball imaging (QBI) is a diffusion MRI reconstruction technique based on the orientation distribution function (ODF), which detects the dominant fiber orientations; however, ODF lacks local estimation accuracy along the path. (iii) Evaluating the performance of the CSA versions in solving the ODF problem using synthetic and real-world data. This book appeals to both postgraduates and researchers who are interested in the fields of medicine and computer science.

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Artificial Intelligence in Diffusion MRI

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Пълно описание

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