Érdi / Sen Bhattacharya / Cochran Computational Neurology and Psychiatry

1. Auflage 2017
ISBN: 978-3-319-49959-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 6, 448 Seiten, eBook

Reihe: Springer Series in Bio-/Neuroinformatics

This book presents the latest research in computational methods for modeling and simulating brain disorders. In particular, it shows how mathematical models can be used to study the relationship between a given disorder and the specific brain structure associated with that disorder. It also describes the emerging field of computational psychiatry, including the study of pathological behavior due to impaired functional connectivity, pathophysiological activity, and/or aberrant decision-making. Further, it discusses the data analysis techniques that will be required to analyze the increasing amount of data being generated about the brain. Lastly, the book offers some tips on the application of computational models in the field of quantitative systems pharmacology. Mainly written for computational scientists eager to discover new application fields for their model, this book also benefits neurologists and psychiatrists  wanting to learn about new methods.

Zielgruppe

Research

Autoren/Hrsg.

Érdi, Péter

Sen Bhattacharya, Basabdatta

Cochran, Amy L.

Inhaltsverzeichnis

From the Content.- Introduction.- Outgrowing Neurological Diseases: Microcircuits, Conduction Delay and Dynamic Diseases.-
 Extracellular Potassium and Focal Seizures – Insight From in Silico Study.-  Time Series and Interactions: Data Processing in Epilepsy Research.