Artificial Intelligence in Diffusion MRI

Name: Artificial Intelligence in Diffusion MRI
Brand: Springer Nature Switzerland AG
SKU: 9783030360825
Price: 139.89 EUR
Availability: InStock

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

Autor: Mohammad Shehab

Jazyk:

Väzba: Pevná

Vydavateľ: Springer Nature Switzerland AG

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

Informácie o knihe

Autor

Mohammad Shehab

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2019

Stránok

157

EAN

9783030360825

Enbook ID

25137147

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

454

Rozmery

155 x 235 x 15

Kompletný popis

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

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež