Neural Engineering Techniques for Autism Spectrum Disorder, Volume 2: Diagnosis and Clinical Analysis

Neural Engineering for Autism Spectrum Disorder, Volume 2: Diagnosis and Treatment presents the latest advances in neural engineering and biomedical engineering applied to clinical diagnosis and treatment of Autism Spectrum Disorder (ASD). Advances in the role of neuroimaging, magnetic resonance spectroscopy, sMRI, fMRI, DTI, and 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 presented for detection and estimation of the degree of ASD. A clinical guide for general practitioners is provided along with a variety of assessment techniques such as magnetic resonance spectroscopy. Neural Engineering for Autism Spectrum Disorder is presented in two volumes. Volume 1: Imaging and Signal Analysis Techniques includes two Parts: Autism and Medical Imaging, and Autism and Signal Analysis. Volume 2: Diagnosis and Treatment includes two Parts: 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, including coverage of 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 for ASD Written by engineers to help engineers, computer scientists, researchers, and clinicians understand the technology and applications of Neural Engineering for detection and diagnosis of Autism Spectrum Disorder (ASD) INDICE: Part 1: Autism and Clinical Analysis: Diagnosis 1. Connecting genes to brain in the autism spectrum disorders 2. The functional and structural networks underlying visuospatial vs. linguistic reasoning in Autism 3. Aggression in autism spectrum disorder 4. A Clinical Guide for General Practitioners for Autism Spectrum Disorder 5. Identification and Evaluation of Children with Autism Spectrum Disorders Part 2: Autism and Clinical Analysis: Treatment 6. Assessing diverse students with autism spectrum disorders 7. Social skills interventions for children with autism 8. Magnetic resonance spectroscopy for Autism

• ISBN: 978-0-12-824421-0
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 232
• Fecha Publicación: 01/09/2022
• Nº Volúmenes: 1
• Idioma: Inglés