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: 9789811235955
Price: 2083 CZK
Availability: InStock

Autor: Timothy Mastroianni

Jazyk:

Vazba: Pevná

Vydavatel: World Scientific Publishing Co Pte Ltd

Dostupnost: Skladem u dodavatele

Odesíláme za 14-21 dnů

2 083 Kč

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

Informace o knize

Autor

Timothy Mastroianni

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2021

Stránek

248

EAN

9789811235955

ISBN

9811235953

Enbook ID

33593939

Vydavatel

World Scientific Publishing Co Pte Ltd

Hmotnost

514

Rozměry

237 x 159 x 23

Kompletní popis

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.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

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

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také