Artificial Intelligence in Diffusion MRI:Enhanced Cuckoo Search Algorithm with Metaheuristic Components for Extracting the Maxima of the Orientation Distribution Function(Studies in Computational Intelligence)

人工智能

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1652.00
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1239.00
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人工智能领域图书专题
发货周期:预计8-10周发货
作      者
出  版 社
出版时间
2020年11月29日
装      帧
ISBN
9783030360856
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页      码
157
开      本
9.21 x 6.14 x 0.38
语      种
英文
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图书简介
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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