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Deep Learning in Smart eHealth Systems Evaluation Leveraging for Parkinson’s Disease /

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 deficit...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Channa, Asma (Awdur), Popescu, Nirvana (Awdur)
Awdur Corfforaethol: SpringerLink (Online service)
Fformat: Electronig eLyfr
Iaith:Saesneg
Cyhoeddwyd: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Rhifyn:1st ed. 2024.
Cyfres:SpringerBriefs in Computer Science,
Pynciau:
Machine learning.
Medical informatics.
Cloud Computing.
Computer science.
Image processing > Digital techniques.
Computer vision.
Machine Learning.
Health Informatics.
Theory and Algorithms for Application Domains.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Mynediad Ar-lein:https://doi.org/10.1007/978-3-031-45003-7
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Disgrifiad
Crynodeb: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.
Disgrifiad Corfforoll:1 online resource (XIII, 94 p. 35 illus.). 33 illus. in color.
ISBN:9783031450037
ISSN:2191-5776
DOI:10.1007/978-3-031-45003-7

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