Overview
Provides a comprehensive orientation work in this new research area
Combines in a single source the combination of neurodegeneration research and computational approaches
Contributions written by renowned experts
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Table of contents (49 entries)
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Front Matter
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Neurodegenerative Disease Modeling
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Front Matter
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Keywords
About this book
The 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.
Editors and Affiliations
About the editors
Dr. Panayiotis Vlamos, Professor, Ionian University, Greece, Director of Bioinformatics and Human Electrophysiology Lab (BiHELab).
Dr. Ilias S. Kotsireas, Professor, Wilfrid Laurier University, Waterloo, Ontario, Canada; and Director, Research Center on Computational Biomarkers.
Dr. Ioannis Tarnanas Senior Research Fellow ETH Health-IS Lab | Global Brain Health Institute (GBHI) Founder Altoida AG Lucerne, Switzerland.
Bibliographic Information
Book Title: Handbook of Computational Neurodegeneration
Editors: Panagiotis Vlamos, Ilias S. Kotsireas, Ioannis Tarnanas
DOI: https://doi.org/10.1007/978-3-319-75922-7
Publisher: Springer Cham
eBook Packages: Biomedical and Life Sciences, Reference Module Biomedical and Life Sciences
Copyright Information: Springer Nature Switzerland AG 2023
Hardcover ISBN: 978-3-319-75921-0Published: 26 July 2023
eBook ISBN: 978-3-319-75922-7Published: 25 July 2023
Edition Number: 1
Number of Pages: XXVI, 1037
Number of Illustrations: 32 b/w illustrations, 162 illustrations in colour
Topics: Neurosciences, Computational Biology/Bioinformatics, Health Informatics, Mathematical Models of Cognitive Processes and Neural Networks