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Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications

Language EnglishEnglish
Book Paperback
Book Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications D. Jude Hemanth
Libristo code: 43363463
Publishers Elsevier Science Publishing Co Inc, November 2023
Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications explores... Full description
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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. Incorporates artificial intelligence techniques into neuro-rehabilitation and presents novel ideas for this process Provides in-depth case studies and state-of-the-art methods along with the experimental study Presents a block diagram based complete set-up in each chapter which helps in real-time implementation

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About the book

Full name Computational Intelligence and Deep Learning Methods for Neuro-rehabilitation Applications
Author D. Jude Hemanth
Language English
Binding Book - Paperback
Date of issue 2023
Number of pages 250
EAN 9780443137723
Libristo code 43363463
Publishers Elsevier Science Publishing Co Inc
Weight 521
Dimensions 191 x 235

Categories

Medicine & Nursing > Nursing & ancillary services > Biomedical engineering
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