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By:Andrea Varsavsky,Iven Mareels,Mark Cook
Published on 2016-04-19 by CRC Press
Analysis of medical data using engineering tools is a rapidly growing area, both in research and in industry, yet few texts exist that address the problem from an interdisciplinary perspective. Epileptic Seizures and the EEG: Measurement, Models, Detection and Prediction brings together biology and engineering practices and identifies the aspects of the field that are most important to the analysis of epilepsy. Analysis of EEG records The book begins by summarizing the physiology and the fundamental ideas behind the measurement, analysis and modeling of the epileptic brain. It introduces the EEG as a measured signal and explains its use in the study of epilepsy. Next, it provides an explanation of the type of brain activity likely to register in EEG measurements, offering quantitative analysis of the populations of neurons that contribute to both scalp and cortical EEG and discussing the limitations and effects that choices made in the recording process have on the data. The book provides an overview of how these EEG records are and have been analyzed in the past, concentrating on the mathematics relevant to the problem of classification of EEG. The authors use these extracted features to differentiate between or classify inter-seizure, pre-seizure and seizure EEG. The challenge of seizure prediction The book focuses on the problem of seizure detection and surveys the physiologically based dynamic models of brain activity. Finally, the book addresses the fundamental question: can seizures be predicted? Through analysis of epileptic activity spanning from 3 hours to 25 years, it is proposed that seizures may be predictable, but the amount of data required is greater than previously thought. Based on the authors’ extensive research, the book concludes by exploring a range of future possibilities in seizure prediction.
This Book was ranked at 32 by Google Books for keyword Epilepsy.
Book ID of Epileptic Seizures and the EEG's Books is fw7LBQAAQBAJ, Book which was written byAndrea Varsavsky,Iven Mareels,Mark Cookhave ETAG "mt+5T4vQhOA"
Book which was published by CRC Press since 2016-04-19 have ISBNs, ISBN 13 Code is 9781439812044 and ISBN 10 Code is 1439812047
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Book which have "370 Pages" is Printed at BOOK under CategoryMedical
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Epileptic Seizures and the EEG byAndrea Varsavsky,Iven Mareels,Mark Cook
Epileptic Seizures and the EEG -Andrea Varsavsky,Iven Mareels,Mark Cook- 9781439812044
Epileptic Seizures and the EEG -Andrea Varsavsky,Iven Mareels,Mark Cook- 1439812047
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