Neural Engineering Techniques for Autism Spectrum Disorder

Written By Ayman S. El-Baz
Neural Engineering Techniques for Autism Spectrum Disorder
  • Publsiher : Academic Press
  • Release : 16 July 2021
  • ISBN : 0128230657
  • Pages : 400 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Neural Engineering Techniques for Autism Spectrum Disorder written by Ayman S. El-Baz which was release on 16 July 2021, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Neural Engineering for Autism Spectrum Disorder, Volume One: Imaging and Signal Analysis Techniques 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, infrared spectroscopy, sMRI, fMRI, DTI, 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, feature selection, and analysis of blood oxygen level-dependent (BOLD) signals are presented for detection and estimation of the degree of ASD. Presents applications of Neural Engineering and other Machine Learning techniques for the diagnosis of Autism Spectrum Disorder (ASD) Includes in-depth technical coverage of imaging and signal analysis techniques, including coverage of functional MRI, neuroimaging, infrared spectroscopy, sMRI, fMRI, DTI, and neuroanatomy of autism Covers Signal Analysis for the detection and estimation of Autism Spectrum Disorder (ASD), including brain signal analysis, EEG analytics, feature selection, and analysis of blood oxygen level-dependent (BOLD) signals for ASD Written to help engineers, computer scientists, researchers and clinicians understand the technology and applications of Neural Engineering for the detection and diagnosis of Autism Spectrum Disorder (ASD)

Neural Engineering Techniques for Autism Spectrum Disorder

Neural Engineering Techniques for Autism Spectrum Disorder
  • Author : Ayman S. El-Baz,Jasjit S. Suri
  • Publisher : Academic Press
  • Release Date : 2021-07-16
  • Total pages : 400
  • ISBN : 0128230657
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Summary : Neural Engineering for Autism Spectrum Disorder, Volume One: Imaging and Signal Analysis Techniques 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, infrared spectroscopy, sMRI, fMRI, DTI, social behaviors and ...

Handbook of Deep Learning in Biomedical Engineering

Handbook of Deep Learning in Biomedical Engineering
  • Author : Valentina Emilia Balas,Brojo Kishore Mishra,Raghvendra Kumar
  • Publisher : Academic Press
  • Release Date : 2020-11-23
  • Total pages : 320
  • ISBN : 0128230657
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Summary : Deep learning (DL) is a method of machine learning, running over artificial neural networks, that uses multiple layers to extract high-level features from large amounts of raw data. DL methods apply levels of learning to transform input data into more abstract and composite information. Handbook for Deep Learning in Biomedical ...

Assistive Technology Intervention in Healthcare

Assistive Technology Intervention in Healthcare
  • Author : Shruti Jain,Sudip Paul
  • Publisher : CRC Press
  • Release Date : 2021-12-31
  • Total pages : 294
  • ISBN : 0128230657
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Summary : Assistive Technology Intervention in Healthcare focuses on various applications of intelligent techniques in biomedical engineering and health informatics. It aims to create awareness about disability reduction and recovery of accidental disability with the help of various rehabilitative systems. Novel technologies in disability treatment, management and assistance, including healthcare devices and ...

Neural Engineering

Neural Engineering
  • Author : Lijie Grace Zhang,David L. Kaplan
  • Publisher : Springer
  • Release Date : 2016-06-29
  • Total pages : 306
  • ISBN : 0128230657
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Summary : This book covers the principles of advanced 3D fabrication techniques, stem cells and biomaterials for neural engineering. Renowned contributors cover topics such as neural tissue regeneration, peripheral and central nervous system repair, brain-machine interfaces and in vitro nervous system modeling. Within these areas, focus remains on exciting and emerging technologies ...

International Conference for Innovation in Biomedical Engineering and Life Sciences

International Conference for Innovation in Biomedical Engineering and Life Sciences
  • Author : Fatimah Ibrahim,Juliana Usman,Mas Sahidayana Mohktar,Mohd Yazed Ahmad
  • Publisher : Springer
  • Release Date : 2015-11-26
  • Total pages : 327
  • ISBN : 0128230657
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Summary : This volumes presents the proceedings of ICIBEL 2015, organized by the Centre for Innovation in Medical Engineering (CIME) under Innovative Technology Research Cluster, University of Malaya. It was held in Kuala Lumpur, Malaysia, from 6-8 December 2015. The ICIBEL 2015 conference promotes the latest researches and developments related to the integration of the ...

XXVI Brazilian Congress on Biomedical Engineering

XXVI Brazilian Congress on Biomedical Engineering
  • Author : Rodrigo Costa-Felix,João Carlos Machado,André Victor Alvarenga
  • Publisher : Springer
  • Release Date : 2019-05-15
  • Total pages : 891
  • ISBN : 0128230657
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Summary : This volume presents the proceedings of the Brazilian Congress on Biomedical Engineering (CBEB 2018). The conference was organised by the Brazilian Society on Biomedical Engineering (SBEB) and held in Armação de Buzios, Rio de Janeiro, Brazil from 21-25 October, 2018. Topics of the proceedings include these 11 tracks: • Bioengineering • Biomaterials, Tissue Engineering ...

Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications

Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications
  • Author : Om Prakash Jena,Bharat Bhushan,Utku Kose
  • Publisher : CRC Press
  • Release Date : 2022-02-25
  • Total pages : 292
  • ISBN : 0128230657
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Summary : Machine Learning and Deep Learning in Medical Data Analytics and Healthcare Applications introduces and explores a variety of schemes designed to empower, enhance, and represent multi-institutional and multi-disciplinary machine learning (ML) and deep learning (DL) research in healthcare paradigms. Serving as a unique compendium of existing and emerging ML/DL ...

Modern Approaches to Augmentation of Brain Function

Modern Approaches to Augmentation of Brain Function
  • Author : Ioan Opris,Mikhail A. Lebedev,Manuel F. Casanova
  • Publisher : Springer Nature
  • Release Date : 2022-01-24
  • Total pages : 747
  • ISBN : 0128230657
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Summary : This book covers recent advances in the neural technology that produces enhancements for brain function. It addresses a broad range of neural phenomena occurring in the brain circuits for perception, cognition, emotion and action, representing the building blocks of the behavior and mind. Augmentation of brain function is achieved using ...

Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models

Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models
  • Author : Jorge Garza Ulloa
  • Publisher : Elsevier
  • Release Date : 2021-12-06
  • Total pages : 704
  • ISBN : 0128230657
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Summary : Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models focuses on the relationship between three different multidisciplinary branches of engineering: Biomedical Engineering, Cognitive Science and Computer Science through Artificial Intelligence models. These models will be used to study how the nervous system and musculoskeletal system obey movement orders from the ...

Application of Biomedical Engineering in Neuroscience

Application of Biomedical Engineering in Neuroscience
  • Author : Sudip Paul
  • Publisher : Springer Nature
  • Release Date : 2019-11-19
  • Total pages : 490
  • ISBN : 0128230657
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Summary : This book focuses on interdisciplinary research in the field of biomedical engineering and neuroscience. Biomedical engineering is a vast field, ranging from bioengineering to brain-computer interfaces. The book explores the system-level function and dysfunction of the nervous system from scientific and engineering perspectives. The initial sections introduce readers to the ...

Education and Technology Support for Children and Young Adults With ASD and Learning Disabilities

Education and Technology Support for Children and Young Adults With ASD and Learning Disabilities
  • Author : Kats, Yefim,Stasolla, Fabrizio
  • Publisher : IGI Global
  • Release Date : 2020-11-13
  • Total pages : 391
  • ISBN : 0128230657
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Summary : Among the disabilities covered at the state and federal levels, autism and related conditions are a sharply growing diagnostic category among children and young adults. In education, administrators and practitioners working with affected learners are continually faced with confronting difficult problems such as getting adequate personnel training and choosing appropriate ...

Intelligent Computing Paradigm and Cutting edge Technologies

Intelligent Computing Paradigm and Cutting edge Technologies
  • Author : Margarita N. Favorskaya,Sheng-Lung Peng,Milan Simic,Basim Alhadidi,Souvik Pal
  • Publisher : Springer Nature
  • Release Date : 2021-04-21
  • Total pages : 463
  • ISBN : 0128230657
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Summary : This book aims to bring together Researchers, Scientists, Engineers, Scholars and Students in the areas of computer engineering and information technology, and provides a forum for the dissemination of original research results, new ideas, Research and development, practical experiments, which concentrate on both theory and practices, for the benefit of ...

Advances in Smart Grid Technology

Advances in Smart Grid Technology
  • Author : Ning Zhou,S. Hemamalini
  • Publisher : Springer Nature
  • Release Date : 2020-09-18
  • Total pages : 555
  • ISBN : 0128230657
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Summary : This book comprises the select proceedings of the International Conference on Power Engineering Computing and Control (PECCON) 2019. This volume covers several important topics such as optimal data selection and error-free data acquiring via artificial intelligence and machine learning techniques, information and communication technologies for monitoring and control of smart grid ...

World Congress on Medical Physics and Biomedical Engineering 2018

World Congress on Medical Physics and Biomedical Engineering 2018
  • Author : Lenka Lhotska,Lucie Sukupova,Igor Lacković,Geoffrey S. Ibbott
  • Publisher : Springer
  • Release Date : 2018-05-29
  • Total pages : 888
  • ISBN : 0128230657
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Summary : This book (vol. 3) presents the proceedings of the IUPESM World Congress on Biomedical Engineering and Medical Physics, a triennially organized joint meeting of medical physicists, biomedical engineers and adjoining health care professionals. Besides the purely scientific and technological topics, the 2018 Congress will also focus on other aspects of professional involvement ...

Computer Methods Imaging and Visualization in Biomechanics and Biomedical Engineering

Computer Methods  Imaging and Visualization in Biomechanics and Biomedical Engineering
  • Author : Gerard A. Ateshian,Kristin M. Myers,João Manuel R. S. Tavares
  • Publisher : Springer Nature
  • Release Date : 2020
  • Total pages : 672
  • ISBN : 0128230657
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Summary : This book gathers selected, extended and revised contributions to the 16th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, and the 4th Conference on Imaging and Visualization (CMBBE 2019), held on August 14-16, 2019, in New York City, USA. It reports on cutting-edge models and algorithms for studying various tissues ...