03275nam 22005655 450 991048401390332120200630150330.03-030-36083-010.1007/978-3-030-36083-2(CKB)4100000009844705(MiAaPQ)EBC6112821(DE-He213)978-3-030-36083-2(PPN)243769628(EXLCZ)99410000000984470520191120d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierArtificial Intelligence in Diffusion MRI Enhanced Cuckoo Search Algorithm with Metaheuristic Components for Extracting the Maxima of the Orientation Distribution Function /by Mohammad Shehab1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (170 pages)Studies in Computational Intelligence,1860-949X ;8773-030-36082-2 Introduction Of Diffusion MRI and Cuckoo Search Algorithm -- Background Of Diffusion MRI -- Cuckoo Search Algorithm -- Methodology Of Extracting The Odf Maxima Using Csa.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. .Studies in Computational Intelligence,1860-949X ;877Computational intelligenceBiomedical engineeringArtificial intelligenceComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Biomedical Engineering and Bioengineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/T2700XArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Computational intelligence.Biomedical engineering.Artificial intelligence.Computational Intelligence.Biomedical Engineering and Bioengineering.Artificial Intelligence.616.07548Shehab Mohammadauthttp://id.loc.gov/vocabulary/relators/aut995916MiAaPQMiAaPQMiAaPQBOOK9910484013903321Artificial Intelligence in Diffusion MRI2282150UNINA