rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Computational intelligence and deep learning methods for neuro-rehabilitation applications
  name:
    name part: Hemanth, D. Jude.
  name:
    name part: ScienceDirect (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: enk
    place:
      place term: London
    publisher: Academic Press
    date issued: 2024
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource
  abstract: 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 to help in real-time implementation.
  note: edited by D. Jude Hemanth.
  subject:
    topic: Nervous system
    topic: Diseases
    topic: Patients
    topic: Rehabilitation
  subject:
    topic: Computational intelligence
  subject:
    topic: Deep learning (Machine learning)
    topic: Therapeutic use
  subject:
    topic: Intelligence informatique
  subject:
    topic: Apprentissage profond
    topic: Emploi en thérapeutique
  classification: RC350.4
  classification: 616.8043
  related item:
    identifier: (OCoLC)1380459809
  related item:
    title info:
      title: Computational intelligence and deep learning methods for neuro-rehabilitation applications
    origin info:
      publisher: Amsterdam : Academic Press, 2023
    identifier: (OCoLC)1400084151
  identifier: 9780443137730
  identifier: 0443137730
  identifier: 9780443137723
  identifier: 0443137722
  identifier: 9780443137730 O'Reilly Media
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: YDX
    record creation date: 231118
    record change date: 20260327175127.9
    record identifier: in00005772456
    language of cataloging:
      language term: eng