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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Applied Software Development With Python & Machine Learning By Wearable & Wireless Systems For Movement Disorder Treatment Via Deep Brain Stimulation (Hardcover)
Loot Price: R2,464
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Applied Software Development With Python & Machine Learning By Wearable & Wireless Systems For Movement Disorder Treatment Via Deep Brain Stimulation (Hardcover)
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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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