Produktbild: Artificial Intelligence in Diffusion MRI

Artificial Intelligence in Diffusion MRI

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Enhanced Cuckoo Search Algorithm with Metaheuristic Components for Extracting the Maxima of the Orientation Distribution Function, Studies in Computational Intelligence 877

ISBN: 3030360857
ISBN 13: 9783030360856
Autor: Shehab, Mohammad
Verlag: Springer Verlag GmbH
Umfang: xvii, 157 S., 7 s/w Illustr., 54 farbige Illustr., 157 p. 61 illus., 54 illus. in color.
Erscheinungsdatum: 29.11.2020
Auflage: 1/2020
Produktform: Kartoniert
Einband: Kartoniert

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.

Artikelnummer: 133448 Kategorie:

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E-Mail: juergen.hartmann@springer.com

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