Autism Diagnosis
eBook - ePub

Autism Diagnosis

An Artificial Intelligence Approach

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

About this book

The book explores the prevalence of ASD and the challenges associated with its early detection. Recognizing the limitations of existing diagnostic methods, the volume emphasizes the need for a multidisciplinary approach, utilizing the collective strengths of artificial intelligence (AI), biomedical engineering, and applied neuroscience. This convergence promises not only to enhance diagnostic accuracy but also to streamline the process, facilitating timely interventions for improved treatment.

Key Features:

  • Illustrates the latest advancements in AI, biomedical engineering, and applied neuroscience, providing readers with a comprehensive overview of cutting-edge technologies in autism detection.
  • Integrates diverse perspectives from leading experts, merging the fields of AI, biomedical engineering, and neuroscience to present a unified and multidisciplinary approach to autism diagnosis.
  • Demonstrates the practical applications of innovative diagnostic tools, from machine learning algorithms to biomedical devices, offering real-world insights and case studies for effective implementation.
  • Explores the future directions of autism detection, discussing emerging technologies and ethical considerations.
  • Guides readers through a journey of discovery, unraveling the complexities of autism spectrum disorders, and empowering healthcare professionals, researchers, and students with actionable knowledge for enhanced diagnosis and support.

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Table of contents

  1. Cover Page
  2. Title Page
  3. Copyright Page
  4. Preface
  5. Contents
  6. List of Contributors
  7. 1 Introductory Concepts of Neuroscience and Computational Intelligence
  8. 2 Autism Spectrum Disorder: Overview and the Historical Path of Diagnosis
  9. 3 Prevailing Diagnostic Scenario and the Importance of Early Detection
  10. 4 Autism and the DIR/Floortime Model: A Counterpart to Approaches That do not Address Human Singularity
  11. 5 Advanced Strategies for ASD Detection: A Narrative Review
  12. 6 Enhancing EEG-Based ASD Detection Using Wavelet Transforms and Hybrid Deep Learning Models
  13. 7 Advances in Differential Diagnosis of ASD: EEG Electrode Reduction with Machine Learning
  14. 8 Innovations and Emerging Technologies in the Context of Autism Spectrum Disorders (ASD)
  15. 9 Unknown Intelligences: Artificial Intelligence, Autism, and the New Paths of Ethical Care
  16. Index
  17. About the Editors

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Yes, you can access Autism Diagnosis by Wellington Pinheiro dos Santos,Flávio Secco Fonseca,Juliana Carneiro Gomes,Maíra Araújo de Santana in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Artificial Intelligence (AI) & Semantics. We have over 1.5 million books available in our catalogue for you to explore.