Objective Biometric Methods for the Diagnosis and Treatment of Nervous System Disorders provides a new and unifying methodological framework, introducing new objective biometrics to characterize patterns of sensory motor control underlying symptoms. Its goal is to radically transform the ways in which disorders of the nervous system are currently diagnosed, tracked, researched and treated. This book introduces new ways to bring the laboratory to the clinical setting, to schools and to settings of occupational and physical therapy. Ready-to-use, graphic user interfaces are introduced to provide outcome measures from wearable sensors that automatically assess in near real time the effectiveness of interventions. Lastly, examples of how the new framework has been effectively utilized in the context of clinical trials are provided. - Provides methods and their implementation using real data and simple computer programs that students and researchers from less technically trained fields can use - Describes the motivation for methods according to the problem domain in light of existing methods for each chapter, along with their lack of neuroscientific foundation and invalid statistical assumptions - Accompanied by a companion website which contains Appendices with MATLAB codes and data samples to generate the graphics displayed in all chapter figures - Features videos illustrating the experimental set up for scenarios and methods described in each chapter - Includes step-by-step explanations of paradigms in each clinical or typical sample population to enable reproducibility of the study across different clinical phenotypes and levels of expertise in sports, the performing arts, or mere individual academic predispositions/preferences

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 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®/PythonTM languages and the data samples to generate the graphics displayed on the figures for each chapter

Emerging Programs for Autism Spectrum Disorder: Improving Communication, Behavior, and Family Dynamics brings forward a hybrid and a transdisciplinary methodology to identify methods used to diagnose, treat, and manage those with autism within personal and social constructs and values building exemplary international experiences from across the globe. Luminary experts offer their superb level of expertise through their research, experience, and clinical work. The book addresses all the aspects of care, lifespan, and lifestyle issues from treatment to living. It will emphasize issues related to neurodiversity, individuality, best practices, and support of people on the Autism Spectrum and their families. In addition, this book includes specific case studies, highlighting family experiences and the application of best practices by therapists thereof. - Provides a multidisciplinary approach of the diagnosis, management and treatment of autism spectrum disorders - Includes specific case studies highlighting family experiences - Emphasizes issues related to neurodiversity, individuality and improving quality of life

The Psychology of Learning and Motivation, Volume 76, the latest release in this ongoing series, features empirical and theoretical contributions in cognitive and experimental psychology, ranging from classical and instrumental conditioning, to complex learning and problem-solving. Presents the latest information in the highly regarded Psychology of Learning and Motivation series Provides an essential reference for researchers and academics in cognitive science Contains information relevant to both applied concerns and basic research

Autism: The Movement Sensing Perspective is the result of a collaborative effort by parents, therapists, clinicians, and researchers from all disciplines in science including physics, engineering, and applied mathematics. This book poses questions regarding the current conceptualization and approach to the study of autism, providing an alternative unifying data-driven framework grounded in physiological factors. This book reaches beyond subjective descriptions of autistic phenomena and embraces a new era of objective measurements, analyses, and statistical inferences. The authors harness activities from the nervous systems across the brain and body (often in tandem), and introduce a platform for the comprehensive personalized phenotyping of individuals with autism. The impact of this approach is discussed to advance the development of tailored treatments options, enhance the ability to longitudinally track symptomatology, and to fundamentally empower affected individuals and their families. This book encompasses a new era for autism research and treatments, and our continuous effort to collectively empower and embrace the autistic community.