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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

Medium: Buch
ISBN: 978-3-030-36082-5
Verlag: Springer International Publishing
Erscheinungstermin: 29.11.2019
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9783030360825
  • Medium: Buch
  • ISBN: 978-3-030-36082-5
  • Verlag: Springer International Publishing
  • Erscheinungstermin: 29.11.2019
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2020
  • Serie: Studies in Computational Intelligence
  • Produktform: Gebunden
  • Gewicht: 436 g
  • Seiten: 157
  • Format (B x H x T): 160 x 241 x 16 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Introduction Of Diffusion MRI and Cuckoo Search Algorithm.- Background Of Diffusion MRI.- Cuckoo Search Algorithm.- Methodology Of Extracting The Odf Maxima Using Csa.