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. Describes advanced tools and techniques from machine learning and biometrics to diagnose and treat autismProvides methods and their implementation using real data and simple computer programs for diagnosis and prognosisPresents the methods used to quantify social and individual neurobiological phenomena explained and implementedChapters contain links to a companion website containing the computer code in MATLAB®/PythonT languages and the data samples to generate the graphics displayed on the figures for each chapter INDICE: 1. Introduction: The Super Systems and Human Neurodevelopment2. From Pavlov to Skinner to Applied Behavioral Analyses: In Search of a New Cognitive Revolution Using AI, Open Data Science, and Machine Learning3. How Babies Attain Volitional Control4. Screening and Diagnosing Autism5. The Autistic Experience Revealed through Digital Phenotyping6. Autistic Adults 7. Building Autonomy to Regain our Agency in Science8. The Future Generation Got This9. ConclusionsGlossary
- ISBN: 978-0-12-818809-5
- Editorial: Academic Press
- Encuadernacion: Rústica
- Páginas: 400
- Fecha Publicación: 01/09/2024
- Nº Volúmenes: 1
- Idioma: Inglés