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101 0 $aeng
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200 10$aHandbook of Computational Neurodegeneration$b[electronic resource] /$fedited by Panayiotis Vlamos, Ilias S. Kotsireas, Ioannis Tarnanas
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020.
330   $aThe Handbook of Computational Neurodegeneration provides a comprehensive overview of the field and thus bridges the gap between standard textbooks of research on neurodegeneration and dispersed publications for specialists that have a narrowed focus on computational methods to study this complicated process. The handbook reviews the central issues and methodological approaches related to the field for which the reader pursues a thorough overview. It also conveys more advanced knowledge, thus serving both as an introductory text and as a starting point for an in-depth study of a specific area, as well as a quick reference source for the expert by reflecting the state of the art and future prospects. The book includes topics that are usually missing in standard textbooks and that are only marginally represented in the specific literature. The broad scope of this handbook is reflected by five major parts that facilitate an integration of computational concepts, methods and applications in the study of neurodegeneration. Each part is intended to stand on its own, giving an overview of the topic and the most important problems and approaches, which are supported by examples, practical applications, and proposed methodologies. The basic concepts and knowledge, standard procedures and methods are presented, as well as recent advances and new perspectives. .
606   $aNeurosciences
606   $aBioinformatics
606   $aHealth informatics
606   $aNeural networks (Computer science) 
606   $aNeurosciences$3https://scigraph.springernature.com/ontologies/product-market-codes/B18006
606   $aComputational Biology/Bioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23050
606   $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/H28009
606   $aMathematical Models of Cognitive Processes and Neural Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/M13100
615  0$aNeurosciences.
615  0$aBioinformatics.
615  0$aHealth informatics.
615  0$aNeural networks (Computer science) .
615 14$aNeurosciences.
615 24$aComputational Biology/Bioinformatics.
615 24$aHealth Informatics.
615 24$aMathematical Models of Cognitive Processes and Neural Networks.
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702   $aKotsireas$b Ilias S$4edt$4http://id.loc.gov/vocabulary/relators/edt
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996   $aHandbook of Computational Neurodegeneration$93397692
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