Autism Autonomy: In Search of Our Human Dignity provides a new and unifying methodological framework and discusses machine learning and biometrics techniques to diagnose, characterize, and treat patterns of sensory motor control underlying autism symptoms. With the hope of improving basic research in these areas, this volume will allow readers to design better interventions and provide awareness of a number of new technologies used in the autism field. Wearable bio-sensing technologies, machine learning, and AI methods are all discussed regarding their applications to provide better self-awareness, interaction, diagnosis, and prognosis.
This volume is useful for researchers and clinicians interested in learning about these new technologies and how to enhance machine learning use in ASD for the betterment of patients.
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1. Introduction: The Super Systems and Human Neurodevelopment
2. From Pavlov to Skinner to Applied Behavioral Analyses: In Search of a New Cognitive Revolution Using AI, Open Data Science, and Machine Learning
3. How Babies Attain Volitional Control
4. Screening and Diagnosing Autism
5. The Autistic Experience Revealed through Digital Phenotyping
6. Autistic Adults
7. Building Autonomy to Regain our Agency in Science
8. The Future Generation Got This
9. Conclusions
Glossary
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A comprehensive volume offering a methodological framework utilizing machine learning and biometrics to diagnose and treat autism
Describes advanced tools and techniques from machine learning and biometrics to diagnose and treat autism
Provides methods and their implementation using real data and simple computer programs for diagnosis and prognosis
Presents the methods used to quantify social and individual neurobiological phenomena explained and implemented
Chapters contain links to a companion website containing the computer code in MATLAB®/Python™ languages and the data samples to generate the graphics displayed on the figures for each chapter
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Produktdetaljer
ISBN
9780128188095
Publisert
2024-09-27
Utgiver
Vendor
Academic Press Inc
Vekt
450 gr
Høyde
235 mm
Bredde
191 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
442
Forfatter