Artificial Intelligence in Diffusion MRI

Name: Artificial Intelligence in Diffusion MRI
Brand: Springer Nature Switzerland AG
SKU: 9783030360825
Price: 773.92 RON
Availability: InStock

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

Autor: Mohammad Shehab

Limbă:

Legare: Copertă tare

Editura: Springer Nature Switzerland AG

Disponibilitate: În depozitul extern

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

Informații despre carte

Autor

Mohammad Shehab

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2019

Pagini

157

EAN

9783030360825

Enbook ID

25137147

Editura

Springer Nature Switzerland AG

Greutate

454

Dimensiuni

155 x 235 x 15

Descriere completă

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

Informații despre carte

Descriere completă

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