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 ...

Neural Engineering Techniques for Autism Spectrum Disorder Volume 2

Neural Engineering Techniques for Autism Spectrum Disorder  Volume 2
  • Author : Jasjit S. Suri,Ayman S. El-Baz
  • Publisher : Academic Press
  • Release Date : 2022-10-15
  • Total pages : 232
  • ISBN : 0128230657
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Summary : 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 ...

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 : 2020-11-12
  • 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. Deep Learning methods apply levels of learning to transform input data into more abstract and composite information. Handbook for Deep Learning in ...

XXVII Brazilian Congress on Biomedical Engineering

XXVII Brazilian Congress on Biomedical Engineering
  • Author : Teodiano Freire Bastos-Filho
  • Publisher : Springer Nature
  • Release Date : 2022-05-29
  • Total pages : 212
  • ISBN : 0128230657
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Summary : Download or read online XXVII Brazilian Congress on Biomedical Engineering written by Teodiano Freire Bastos-Filho, published by Springer Nature which was released on . Get XXVII Brazilian Congress on Biomedical Engineering Books now! Available in PDF, ePub and Kindle....

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 ...

Bio Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies

Bio Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies
  • Author : Gupta, Shweta
  • Publisher : IGI Global
  • Release Date : 2022-02-11
  • Total pages : 309
  • ISBN : 0128230657
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Summary : As there are no proper medical tests available to predict certain diseases such as Alzheimer’s and Parkinson’s at an early stage, there is a need to further study and consider the potential uses of bio- and nature-inspired algorithms and future technologies such as machine learning in correlation to ...

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 : 2021-08-25
  • Total pages : 747
  • ISBN : 0128230657
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Summary : This book covers recent advances in neural technology that provide for enhancements for brain function. It addresses a broad range of neural phenomena occurring in the brain circuits involved in perception, cognition, emotion and action, that represent the building blocks of behavior and cognition. Augmentation of brain function can be ...

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 ...

Bioinformatics and Biomedical Engineering

Bioinformatics and Biomedical Engineering
  • Author : Francisco Ortuño,Ignacio Rojas
  • Publisher : Springer
  • Release Date : 2015-04-01
  • Total pages : 674
  • ISBN : 0128230657
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Summary : The two volume set LNCS 9043 and 9044 constitutes the refereed proceedings of the Third International Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2015, held in Granada, Spain in April 2015. The 134 papers presented were carefully reviewed and selected from 268 submissions. The scope of the conference spans the following areas: bioinformatics for healthcare and ...

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 ...

Biomedical Engineering and Neuroscience

Biomedical Engineering and Neuroscience
  • Author : Wojciech P. Hunek,Szczepan Paszkiel
  • Publisher : Springer
  • Release Date : 2018-02-06
  • Total pages : 241
  • ISBN : 0128230657
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Summary : This edition of the volume ‘Advances in Intelligent Systems and Computing’ presents the proceedings of the 3rd International Scientific Conference BCI. The event was held at Opole University of Technology in Poland on 13 and 14 March 2018. Since 2014 the conference has taken place every two years at the University’s Faculty of ...

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 ...

Recent Innovations in Computing

Recent Innovations in Computing
  • Author : Pradeep Kumar Singh
  • Publisher : Springer Nature
  • Release Date : 2022-05-29
  • Total pages : 212
  • ISBN : 0128230657
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Summary : Download or read online Recent Innovations in Computing written by Pradeep Kumar Singh, published by Springer Nature which was released on . Get Recent Innovations in Computing Books now! Available in PDF, ePub and Kindle....

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 : 2020-12-01
  • 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 ...