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Bücher auf Englisch > EDV und Informationstechnologie > Informatik > Künstliche Intelligenz > Maschinelles Lernen > Applied Software Development With Python & Machine Learning By Wearable & Wireless Systems For Movement Disorder Treatment Via Deep Brain Stimulation

Buch Applied Software Development With Python & Machine Learning By Wearable & Wireless Systems For Movement Disorder Treatment Via Deep Brain Stimulation Timothy Mastroianni

Applied Software Development With Python & Machine Learning By Wearable & Wireless Systems For Movement Disorder Treatment Via Deep Brain Stimulation

Name: Applied Software Development With Python & Machine Learning By Wearable & Wireless Systems For Movement Disorder Treatment Via Deep Brain Stimulation
Brand: World Scientific Publishing Co Pte Ltd
SKU: 33593939
Price: 79.59 EUR
Availability: InStock
Author: Timothy Mastroianni
ISBN: 9789811235955

Timothy Mastroianni

Sprache

Englisch

Buch Hardcover

Libristo-Code: 33593939

Verlag World Scientific Publishing Co Pte Ltd, September 2021

The book presents the confluence of wearable and wireless inertial sensor systems, such as a smartph... Vollständige Beschreibung

Libristo-Code: 33593939

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The book presents the confluence of wearable and wireless inertial sensor systems, such as a smartphone, for deep brain stimulation for treating movement disorders, such as essential tremor, and machine learning. The machine learning distinguishes between distinct deep brain stimulation settings, such as 'On' and 'Off' status. This achievement demonstrates preliminary insight with respect to the concept of Network Centric Therapy, which essentially represents the Internet of Things for healthcare and the biomedical industry, inclusive of wearable and wireless inertial sensor systems, machine learning, and access to Cloud computing resources.

Imperative to the realization of these objectives is the organization of the software development process. Requirements and pseudo code are derived, and software automation using Python for post-processing the inertial sensor signal data to a feature set for machine learning is progressively developed. A perspective of machine learning in terms of a conceptual basis and operational overview is provided. Subsequently, an assortment of machine learning algorithms is evaluated based on quantification of a reach and grasp task for essential tremor using a smartphone as a wearable and wireless accelerometer system.

Furthermore, these skills regarding the software development process and machine learning applications with wearable and wireless inertial sensor systems enable new and novel biomedical research only bounded by the reader's creativity.

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Informationen zum Buch

Vollständiger Name Applied Software Development With Python & Machine Learning By Wearable & Wireless Systems For Movement Disorder Treatment Via Deep Brain Stimulation

Autor Timothy Mastroianni

Sprache

Englisch

Einband Buch - Hardcover

Datum der Veröffentlichung 2021

Anzahl der Seiten 248

EAN 9789811235955

ISBN 9811235953

Libristo-Code 33593939

Verlag World Scientific Publishing Co Pte Ltd

Gewicht 514

Abmessungen 237 x 159 x 23

Kategorie

EDV und Informationstechnologie > Informatik > Künstliche Intelligenz > Maschinelles Lernen

Medizin > Medizinische Spezialgebiete > Neurologie und klinische Neurophysiologie

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