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Cyberphysical Systems for Epilepsy and Related Brain Disorders
Multi-parametric Monitoring and Analysis for Diagnosis and Optimal Disease Management
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Main description:

This book introduces a new cyberphysical system that combines clinical and basic neuroscience research with advanced data analysis and medical management tools for developing novel applications for the management of epilepsy. The authors describe the algorithms and architectures needed to provide ambulatory, diagnostic and long-term monitoring services, through multi parametric data collection. Readers will see how to achieve in-hospital quality standards, addressing conventional “routine” clinic-based service purposes, at reduced cost, enhanced capability and increased geographical availability. The cyberphysical system described in this book is flexible, can be optimized for each patient and is demonstrated in several case studies.


Feature:

Introduces a novel, personalized cyber physical system that provides real-time access to, management and processing of medical data

Includes data processing algorithms to detect critical events

Describes procedures to collect and integrate real time data from various sensors

Discusses development and implementation of hardware security algorithms to guarantee the privacy and security of patient’s data


Back cover:

This book introduces a new cyberphysical system that combines clinical and basic neuroscience research with advanced data analysis and medical management tools for developing novel applications for the management of epilepsy. The authors describe the algorithms and architectures needed to provide ambulatory, diagnostic and long-term monitoring services, through multi parametric data collection. Readers will see how to achieve in-hospital quality standards, addressing conventional “routine” clinic-based service purposes, at reduced cost, enhanced capability, and increased geographical availability. The cyberphysical system described in this book is flexible, can be optimized for each patient, and is demonstrated in several case studies.


Contents:

Introduction to ARMOR Project.- Introduction to Epilepsy and Related Brain Disorders.- Part I Epilepsy Medical Background.- Sleep Features and Underlying Mechanisms Related to Epilepsy and Its Long Term Monitoring.- Source-estimation from Non-invasive Recordings of Brain Electrical Activity in Sleep and Epilepsy.- Current Practices in Epilepsy Monitoring; Future Prospects and the ARMOR Challenge.- Data Management Processes.- System Architecture.- Part II: Cyberphysical Systems for Neurophysiological Monitoring.- Mobile Sensors for Multi parametric Monitoring in Epileptic Patients.- Secure and Efficient WSN Communication Infrastructure.- System Middleware.- Personal Health Record.- Offline Analysis Server and Offline Algorithms.- Personalized Management of Epilepsy Through Smart Use of EEG and Detailed MEG.- DSMS and Online Algorithms.


PRODUCT DETAILS

ISBN-13: 9783319200491
Publisher: Springer (Springer International Publishing)
Publication date: July, 2015
Pages: 290

Subcategories: Biomedical Engineering, General Issues, Neuroscience