Advanced Neuroimaging Methods For Studying Autism Disorder
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Advanced Neuroimaging Methods for Studying Autism Disorder
Author | : Alessandro Grecucci,Roma Siugzdaite,Remo Job |
Publsiher | : Frontiers Media SA |
Total Pages | : 143 |
Release | : 2017-11-16 |
Genre | : Electronic book |
ISBN | : 9782889453160 |
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In the last twenty years, many attempts have been made to provide neurobiological models of autism. Functional, structural and connectivity analyses have highlighted reduced responses in key social areas, such as amygdala, medial prefrontal cortex, cingulate cortex, and superior temporal sulcus. However, these studies present discrepant results and some of them have been questioned for methodological limitations. The aim of this research topic is to present advanced neuroimaging methods able to capture the complexity of the neural deficits displayed in autism. This special issue presents new studies using structural and functional MRI, as well as magnetoencephalography, and novel protocols to analyze data (Analysis of Cluster Variability, Noise Reduction Strategies, Source-based Morphometry, Functional Connectivity Density, Restriction Spectrum Imaging and the others). We believe it is time to integrate data provided by different techniques and methodologies in order to have a better understanding of autism.
Advanced Neuroimaging Methods in Brain Disorders
Author | : Jurong Ding,Wei Liao,Dajiang Zhu |
Publsiher | : Frontiers Media SA |
Total Pages | : 196 |
Release | : 2022-05-05 |
Genre | : Science |
ISBN | : 9782889761272 |
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Improving Diagnosis Treatment and Prognosis of Neuropsychiatric Disorders by Leveraging Neuroimaging based Machine Learning
Author | : Baojuan Li,Hongbing Lu,Yu-Feng Zang,Hui Shen,Qiuyun Fan |
Publsiher | : Frontiers Media SA |
Total Pages | : 288 |
Release | : 2022-12-29 |
Genre | : Science |
ISBN | : 9782889760961 |
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ICT Analysis and Applications
Author | : Simon Fong,Nilanjan Dey,Amit Joshi |
Publsiher | : Springer Nature |
Total Pages | : 623 |
Release | : 2024-01-22 |
Genre | : Technology & Engineering |
ISBN | : 9789819965687 |
Download ICT Analysis and Applications Book in PDF, Epub and Kindle
This book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 8th International Conference on ICT for Sustainable Development (ICT4SD 2023), held in Goa, India, on August 3–4, 2023. The book covers the topics such as big data and data mining, data fusion, IoT programming toolkits and frameworks, green communication systems and network, use of ICT in smart cities, sensor networks and embedded system, network and information security, wireless and optical networks, security, trust, and privacy, routing and control protocols, cognitive radio and networks, and natural language processing. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.
Advanced Brain Neuroimaging Topics in Health and Disease
Author | : Dorina Papageorgiou,George Christopoulos,Stelios Smirnakis |
Publsiher | : BoD – Books on Demand |
Total Pages | : 682 |
Release | : 2014-05-31 |
Genre | : Science |
ISBN | : 9789535112037 |
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The brain is the most complex computational device we know, consisting of highly interacting and redundant networks of areas, supporting specific brain functions. The rules by which these areas organize themselves to perform specific computations have only now started to be uncovered. Advances in non-invasive neuroimaging technologies have revolutionized our understanding of the functional anatomy of cortical circuits in health and disease states, which is the focus of this book. The first section of this book focuses on methodological issues, such as combining functional MRI technology with other brain imaging modalities. The second section examines the application of brain neuroimaging to understand cognitive, visual, auditory, motor and decision-making networks, as well as neurological diseases. The use of non-invasive neuroimaging technologies will continue to stimulate an exponential growth in understanding basic brain processes, largely as a result of sustained advances in neuroimaging methods and applications.
Neural Engineering Techniques for Autism Spectrum Disorder
Author | : Ayman S. El-Baz,Jasjit S. Suri |
Publsiher | : Academic Press |
Total Pages | : 400 |
Release | : 2021-07-16 |
Genre | : Science |
ISBN | : 9780128230657 |
Download Neural Engineering Techniques for Autism Spectrum Disorder Book in PDF, Epub and Kindle
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)
Advanced Machine Learning Approaches for Brain Mapping
Author | : Dajiang Zhu,Shu Zhang,Xi Jiang,Dingwen Zhang |
Publsiher | : Frontiers Media SA |
Total Pages | : 230 |
Release | : 2024-04-10 |
Genre | : Science |
ISBN | : 9782832547571 |
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Brain mapping is dedicated to using brain imaging techniques such as MRI, CT, PET, EEG, and fNIRS to understand the brain anatomy, structure, and function, and how it contributes to cognition, behavior, and deficits of brain diseases. Recently, machine learning is in a stage of rapid development, and various new technologies are continuously introduced into the field, from traditional approaches
Neuropsychology Through the MRI Looking Glass
Author | : Martin Bares,Ovidiu Lungu |
Publsiher | : Frontiers Media SA |
Total Pages | : 153 |
Release | : 2020-12-31 |
Genre | : Medical |
ISBN | : 9782889663378 |
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This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.