Neural Engineering Techniques for Autism Spectrum Disorder: Volume 1: Imaging and Signal Analysis

Neural Engineering for Autism Spectrum Disorder, Volume 1: Imaging and Signal Analysis Techniques 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. 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, Autism and Clinical Analysis: Treatment. Presents applications of Neural Engineering techniques for diagnosis of Autism Spectrum Disorder (ASD)Includes in-depth technical coverage of imaging and signal analysis techniques, including coverage of functional MRI,neuroimaging, magnetic resonance spectroscopy, sMRI, fMRI, DTI, video analysis, and neuroanatomy of autismCovers Signal Analysis for detection and estimation of Autism Spectrum Disorder (ASD), including brain signal analysis, EEG analytics, fuzzy model, and temporal fractal analysis for rest state BOLD signals for ASDWritten 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 Medical Imaging 1. Functional MRI and Autism spectrum disorders 2. Neuroimaging in autism spectrum disorders 3. Magnetic resonance spectroscopy for Autism 4. Neuroanatomy of autism 5. sMRI, fMRI, and DTI for ASD 6. Video analysis of sensory-motor and social behaviors for autism individuals Part 2: Autism and Signals Analysis 7. Brain signal evaluation of children with ASD 8. EEG Analytics for Early Detection of Autism Spectrum Disorder 9. Fuzzy Model for Detection and Estimation of the Degree of ASD 10. Temporal fractal analysis of the rest state BOLD signal for ASD patients 11. Fractal analysis of brain signals for ASD

• ISBN: 978-0-12-822822-7
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 232
• Fecha Publicación: 01/01/2021
• Nº Volúmenes: 1
• Idioma: Inglés