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: 89.92 EUR
Availability: InStock

Автор: Timothy Mastroianni

Език:

Корици: С твърди корици

Издател: World Scientific Publishing Co Pte Ltd

Наличност: Външен склад

Изпращаме след 14-21 дни

89.92 € 175.87 лв

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

Информация за книгата

Автор

Timothy Mastroianni

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2021

страници

248

EAN

9789811235955

ISBN

9811235953

Enbook ID

33593939

Издател

World Scientific Publishing Co Pte Ltd

Теглоt

514

Размери

237 x 159 x 23

Пълно описание

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

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също