Computational Intelligence and Deep Learning Methods for
Neuro-rehabilitation Applications explores the different
possibilities of providing AI based neuro-rehabilitation methods to
treat neurological disorders. This book provides in-depth knowledge
on the challenges and solutions associated with the different
varieties of neuro-rehabilitation through the inclusion of case
studies and real-time scenarios in different geographical
locations. Beginning with an overview of neuro-rehabilitation
applications, the book discusses the role of machine learning
methods in brain function grading for adults with Mild Cognitive
Impairment, Brain Computer Interface for post-stroke patients,
developing assistive devices for paralytic patients, and cognitive
treatment for spinal cord injuries. Topics also include
AI-based video games to improve the brain performances in children
with autism and ADHD, deep learning approaches and
magnetoencephalography data for limb movement, EEG signal analysis,
smart sensors, and the application of robotic concepts for gait
control.
General
Imprint: |
Academic Press Inc
|
Country of origin: |
United States |
Release date: |
November 2023 |
First published: |
2024 |
Editors: |
D. Jude Hemanth
|
Dimensions: |
235 x 191mm (L x W) |
Pages: |
250 |
ISBN-13: |
978-0-443-13772-3 |
Categories: |
Books
|
LSN: |
0-443-13772-2 |
Barcode: |
9780443137723 |
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