Asma Channa Nirvana Popescu Channa Deep Learning in Smart eHealth Systems

Deep Learning in Smart eHealth Systems

von Asma Channa Nirvana Popescu

Evaluation Leveraging for Parkinson’s Disease

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Beschreibung



One of the main benefits of this book is that it presents a comprehensive and innovative eHealth framework that leverages deep learning and IoT wearable devices for the evaluation of Parkinson's disease patients. This framework offers a new way to assess and monitor patients' motor deficits in a personalized and automated way, improving the efficiency and accuracy of diagnosis and treatment.

Compared to other books on eHealth and Parkinson's disease, this book offers a unique perspective and solution to the challenges facing patients and healthcare providers. It combines state-of-the-art technology, such as wearable devices and deep learning algorithms, with clinical expertise to develop a personalized and efficient evaluation framework for Parkinson's disease patients.

This book provides a roadmap for the integration of cutting-edge technology into clinical practice, paving the way for more effective and patient-centered healthcare. To understand this book, readers should have a basic knowledge of eHealth, IoT, deep learning, and Parkinson's disease. However, the book provides clear explanations and examples to make the content accessible to a wider audience, including researchers, practitioners, and students interested in the intersection of technology and healthcare.


Combines state-of-the-art technology with clinical expertise to develop a personalized and efficient evaluation Presents a new eHealth framework using Deep Learning and IoT wearable devices to assess Parkinson's disease patients Provides a roadmap for the integration of cutting-edge technology into clinical practice

Autor*in

Asma Channa

Themen in »Deep Learning in Smart eHealth Systems«

A-WEAR Bracelet Cloud Platform Continuous Wavelet Transform Convolutional Neural Network Deep Learning eHealth Systems Feature Extraction Forecasting Parkinson’s Disease Hidden Markov Model IoT Wearable Devices for Parkinson’s Disease ServiceNow Technology Signal Processing Support Vector Machine Tremor Detection Wireless Systems for Healthcare

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Details

ISBN: 9783031450037
Verlag: Springer International Publishing
Erscheinung: 05.11.2023

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