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Artificial Intelligence in Diffusion MRI

Name: Artificial Intelligence in Diffusion MRI
Brand: Springer Nature Switzerland AG
SKU: 25137147
Price: 143.86 EUR
Availability: InStock
Author: Mohammad Shehab
ISBN: 9783030360825

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

Mohammad Shehab

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 25137147

Nakladateľstvo Springer Nature Switzerland AG, november 2019

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

Libristo kód: 25137147

349 b

143.86 €

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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.