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Deep Learning in Smart eHealth Systems

Evaluation Leveraging for Parkinson’s Disease

Paperback Engels 2023 9783031450020
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9783031450020
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Nature Switzerland

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Inhoudsopgave

<p>Unraveling Parkinson’s Disease: Diagnostic&nbsp;Challenges and Severity Assessment.- State-of-the-Art: Wearable Devices and Deep Learning Techniques&nbsp;for Parkinson’s Disease.- Design and Engineering of a Medical Wearable Device for&nbsp;Parkinson’s Disease Management.- Deep Learning Models for Parkinson’s Disease Severity Evaluation.- Transforming Parkinson’s Disease Care: Cloud Service Empowered&nbsp;by ServiceNow Technology.- Predicting Wearing-Off Episodes in Parkinson’s with Multimodal&nbsp;Machine Learning.- Enhancing Gait Analysis Through Wearable Insoles and Deep&nbsp;Learning Techniques.- Conclusion and Prospects for Further Development.</p>

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        Deep Learning in Smart eHealth Systems