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Neural Engineering for Autism Spectrum Disorder, Volume Two: Diagnosis and Clinical Analysis presents the latest advances in neural engineering and biomedical engineering as applied to the clinical diagnosis and treatment of Autism Spectrum Disorder (ASD). Advances in the role of neuroimaging, magnetic resonance spectroscopy, MRI, fMRI, DTI, video analysis of sensory-motor and social behaviors, and suitable data analytics useful for clinical diagnosis and research applications for Autism Spectrum Disorder are covered, including relevant case studies. The application of brain signal evaluation, EEG analytics, fuzzy model and temporal fractal analysis of rest state BOLD signals and brain signals are also presented. A clinical guide for general practitioners is provided along with a variety of assessment techniques such as magnetic resonance spectroscopy. The book is presented in two volumes, including Volume One: Imaging and Signal Analysis Techniques comprised of two Parts: Autism and Medical Imaging, and Autism and Signal Analysis. Volume Two: Diagnosis and Treatment includes Autism and Clinical Analysis: Diagnosis, and Autism and Clinical Analysis: Treatment. Presents applications of Neural Engineering techniques for diagnosis of Autism Spectrum Disorder (ASD) Includes in-depth technical coverage of assessment techniques, such as the functional and structural networks underlying visuospatial vs. linguistic reasoning in autism Covers treatment techniques for Autism Spectrum Disorder (ASD), including social skills intervention, behavioral treatment, evidence-based treatments, and technical tools such as Magnetic Resonance Spectroscopy for ASD Written by engineers for engineers, computer scientists, researchers and clinicians who need to understand the technology and applications of Neural Engineering for the detection and diagnosis of Autism Spectrum Disorder (ASD)
This volume explores the cutting edge of neural and biomedical engineering applied to the diagnosis and clinical analysis of Autism Spectrum Disorder (ASD). It details advancements in neuroimaging techniques like MRI, fMRI, and DTI, alongside methods for analyzing sensory-motor and social behaviors through video analysis and suitable data analytics. The book also covers brain signal evaluation, EEG analytics, and the application of fuzzy models and temporal fractal analysis to brain signals, providing a comprehensive resource for understanding the technological underpinnings of ASD diagnosis and research.
This technical volume is written by engineers for engineers, computer scientists, researchers, and clinicians, indicating a specialized audience focused on the technological aspects of ASD detection and diagnosis. The content emphasizes advanced assessment and treatment techniques, suggesting a rigorous and data-driven approach to understanding Autism Spectrum Disorder. The inclusion of clinical guides and specific analytical tools points to its utility as a practical reference for professionals in the field.
Page Count:
346
Publication Date:
2022-10-17
Publisher:
Elsevier S & T
ISBN-10:
0128244224
ISBN-13:
9780128244227
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