Artificial Intelligence in Diffusion MRI

Name: Artificial Intelligence in Diffusion MRI
Brand: Springer Nature Switzerland AG
SKU: 9783030360825
Price: 147.37 EUR
Availability: InStock

Enhanced Cuckoo Search Algorithm with Metaheuristic Components for Extracting the Maxima of the Orientation Distribution Function

Автор: Mohammad Shehab

Език:

Корици: С твърди корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

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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 твърди корици

Издадена

2019

страници

157

EAN

9783030360825

Enbook ID

25137147

Издател

Springer Nature Switzerland AG

Теглоt

454

Размери

155 x 235 x 15

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

Enhanced Cuckoo Search Algorithm with Metaheuristic Components for Extracting the Maxima of the Orientation Distribution Function

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също