P. Grace Kanmani Prince

Intelligent Epileptic Seizure detection methods using Biosignals

Seizure detection based on EEG, ECG and MEMS Accelerometer signals using Supervised and Unsupervised learning methods

Buch

There is a worldwide concern about the mounting number of people with epilepsy. Globally around 50 million people are affected by seizure which is epileptic in nature. The epileptic seizure can be detected using EEG signals. For proper diagnosis of epileptic seizure, long hours of EEG signals have to be acquired from the affected persons and have to be reviewed by the doctor which proves to be strenuous. The heart rate variability aids in indicating the occurrence of a seizure. A seizure can also be detected using MEMS sensor which captures the most common external manifestations such as twitching of muscles and convulsions. In this book, EEG… Mehr

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Produktdetails

Weitere Autoren: Kumar, Suresh / Hemamalini, Rani

ISBN: 978-620-3-19415-9
EAN: 9786203194159
Produktnummer: 37129418
Verlag: LAP Lambert Academic Publishing
Sprache: Englisch
Erscheinungsjahr: 2020
Seitenangabe: 184 S.
Masse: H22.0 cm x B15.0 cm x D1.1 cm 292 g
Abbildungen: Paperback
Gewicht: 292

Über den Autor

Dr. P. Grace Kanmani Prince works as an Associate Professor in the department of Electronics and Communication Engineering, Sathyabama Institute of Science and Technology, Chennai. She has Published 10 Scopus indexed and Web of Science publication. Her research interest is in the field of Biosignal Processing and Instrumentation.