Download or read book Autism Importance of Neural Networks written by Jean Benet and published by American Medical Publishers. This book was released on 2021-11-16 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Autism spectrum disorders (ASD) are developmental disorders which originate in childhood. They are characterized by difficulties with social interaction and communication, and restricted and repetitive behavior. Autism is linked to a combination of genetic and environmental factors. A neural network is a circuit of neurons, interconnected by synapses to carry out a specific function when activated. It is presumed that there is a common cause at the neural level for the symptoms of autism, apart from genetic and cognitive reasons. Timely behavioral interventions or speech therapy can aid autistic children in gaining social and communication skills. This book unravels the recent studies on this subject. It includes contributions of experts and scientists which will provide innovative insights into this field. The topics covered in this book deal with the relationship between neural networks and autism.
Download or read book Neural Engineering Techniques for Autism Spectrum Disorder written by Ayman S. El-Baz and published by Academic Press. This book was released on 2021-07-16 with total page 400 pages. Available in PDF, EPUB and Kindle. 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)
Download or read book SCREENING OF AUTISM USING CONVOLUTIONAL NEURAL NETWORK written by Amrita Budarapu and published by Archers & Elevators Publishing House. This book was released on with total page 79 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Autism Spectrum Disorders written by Andreas M. Grabrucker and published by . This book was released on 2021 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: Autism spectrum disorders are developmental disorders. Individuals with autism spectrum disorders develop differently. These differences are usually present in social interaction, communication, and sensory processing, and become visible through a wide variety of behavioral responses that differ from individuals without autism spectrum disorders. Despite significant research efforts, the exact causes of autism spectrum disorders remain poorly understood; however, researchers have gained extensive insights into possible pathomechanisms, even at the molecular level of cells. Many diagnostic criteria have been developed, adapted, and improved. The eight chapters in this book highlight the current state-of-the-art in many areas of autism spectrum disorders. Chapter 1 provides an overview of the epidemiology of autism spectrum disorders and the current knowledge of the underlying pathogenic mechanisms. Chapter 2 summarizes the diagnostic criteria and procedures and highlights present and upcoming therapeutic strategies. Chapter 3 reviews the adverse events and trauma in people with autism spectrum disorders. Chapters 4 and 5 focus on atypical sensory processing, and Chapter 6 discusses the genetic overlap of autism spectrum disorders with other neuropsychiatric disorders such as attention deficit hyperactivity disorder (ADHD), depression, and schizophrenia. Chapter 7 focuses on the contribution of abnormalities in mitochondria, and chapter 8 discusses gut-brain interactions and a potential role for microbiota in autism spectrum disorders. This book is aimed primarily at clinicians and scientists, but many areas will also be of interest to the layperson.
Download or read book Detection of Autism Using Magnetic Resonance Imaging Data and Graph Convolutional Neural Networks written by Saloni Mahendra Jain and published by . This book was released on 2018 with total page 51 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Autism or Autism Spectrum Disorder (ASD) is a development disability which generally begins during childhood and may last throughout the lifetime of an individual. It is generally associated with difficulty in communication and social interaction along with repetitive behavior. One out of every 59 children in the United States is diagnosed with ASD [11] and almost 1% of the world population has ASD [12]. ASD can be difficult to diagnose as there is no definite medical test to diagnose this disorder. The aim of this thesis is to extract features from resting state functional Magnetic Resonance Imaging (rsfMRI) data as well as some personal information provided about each subject to train variations of a Graph Convolutional Neural Network to detect if a subject is Autistic or Neurotypical. The time series information as well as the connectivity information of specific parts of the brain are the features used for analysis. The thesis converts fMRI data into a graphical representation where the vertex represents a part of the brain and the edge represents the connectivity between two parts of the brain. New adjacency matrix filters were added to the Graph CNN model and the model was altered to add a time dimension."--Abstract.
Download or read book Neural Engineering Techniques for Autism Spectrum Disorder Volume 2 written by Jasjit Suri and published by Academic Press. This book was released on 2022-10-17 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Engineering for Autism Spectrum Disorder, Volume Two: Diagnosis and Clinical Analysis 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, magnetic resonance spectroscopy, MRI, fMRI, DTI, 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 also presented. A clinical guide for general practitioners is provided along with a variety of assessment techniques such as magnetic resonance spectroscopy. The book is presented in two volumes, including Volume One: Imaging and Signal Analysis Techniques comprised of two Parts: Autism and Medical Imaging, and Autism and Signal Analysis. Volume Two: Diagnosis and Treatment includes 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, such as the 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 ASD Written by engineers for engineers, computer scientists, researchers and clinicians who need to understand the technology and applications of Neural Engineering for the detection and diagnosis of Autism Spectrum Disorder (ASD)
Download or read book Cognitive Plasticity in Neurologic Disorders written by Joseph I. Tracy and published by Oxford University Press, USA. This book was released on 2014-12-02 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume makes clear that the cognitive and behavioural symptoms of neurologic disorders and syndromes are dynamic and changing. Each chapter describes the neuroplastic processes at work in a particular condition, giving rise to these ongoing cognitive changes.
Download or read book Autism and Talent written by Francesca Happé and published by OUP Oxford. This book was released on 2010-03-18 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Originating from a theme issue first published in Philosophical transactions of the Royal Society. B, Biological sciences."
Download or read book The Neurology of Autism written by Mary Coleman and published by Oxford University Press. This book was released on 2009-04-23 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Neurology of Autism, Mary Coleman, Catalina Betancur, G. Robert DeLong, Christopher Gillberg, Yoshiko Nomura, Lorenzo Pavone, Martin Ruggieri, and Michele Zappella use the tools of neurological analysis to address a number of the major questions that have arisen in the study of autism. The answers they present have important implications for the direction of future autism research, diagnosis, and treatment. What are the neurological signs and symptoms of autism? The latest information is presented here in an in-depth discussion of epilepsy, cranial circumference, changes in muscle tone, stereotypies, and mutism found in children with autism. In addition, a template is provided for practitioners to follow when conducting neurological examinations of a child with autism. What are the best options for the treatment of autism? The current medical, educational, and alternative therapies are thoroughly reviewed and evaluated. Is autism reversible? The question is explored for syndromic autism, where diseases may have a transient autistic phase, and reviewed in detail for nonsyndromic autism. Is autism primarily a single disease, as originally described by Leo Kanner? Research presented here suggests that autism is, instead, a syndrome involving many disease entities. Has the incidence of autism been increasing in recent years? A sophisticated, historical review of autisms prevalence rates suggests that it has never been rare. What is the relationship between autism and Asperger syndrome? The latest evidence presented here sheds light on the degree to which both syndromes share more than clinical characteristics; they also have some similar findings in imaging, neuropathological, and genetic studies. Which components of the brains neural networks need to be impaired to cause the appearance of autistic symptoms? Although there are many candidate regions, dysfunction of the cerebellum and its circuits is noted to be of great interest. Student and professional researchers, practitioners, and parents will find this book to be a valuable resource for both the latest information from basic-science research and its application to the diagnosis and treatment of autism. "[This book] includes up-to-date genetic evidence, underlining the complexities of genetic/environmental influences...I recommend this easy and informative read." -European Journal of Pediatric Neurology "...authoritative." -The Lancet Neurology "Coleman's new book is an absolute must-read for anyone interested in the progress made in understanding the causes of autism. The field owes her a tribute worthy of someone who has transformed an area of neuroscience." -Simon Baron-Cohen in Nature Neuroscience "[I]nformative and comprehensive in its treatment of the neurologic basis of autism...well written and easy to understand...the contributing authors have done an excellent job of making complex medical concepts understandable to all. The glossary at the end of the book is extremely helpful in this regard. The book is well referenced, provides helpful tables throughout, and includes a summary of relevant points at the end of each chapter.The authors are to be commended for presenting a very balanced view of current knowledge; they also indicate what we do not yet understand about brain functioning in autism and provide an important road map for ongoing exploration." -Marshalyn Yeargin-Allsopp in The New England Journal of Medicine "At last it is recognised that developmental neurology is the appropriate context in which to explain autism. The authors of this volume, all pioneers in the field, consider new ideas on autism in this context. They succeed in making surprising and illuminating comparisons between autism and neurological disorders whose origin is already known. This work is a significant step towards understanding the causes of autistic disorders."-Uta Frith, Institute of Cognitive Neuroscience and Department of Psychology, University College London "When and if the secret of autism is teased from the myriad disease states that exhibit the syndrome, it will be through efforts such as are represented in this volume. Dr. Coleman has 'picked the brains' of recognized experts from neurology and related sciences, and has assembled a wealth of up-to-date and meticulously referenced information regarding both those diseases and the core symptoms of autism." -Peter B. Rosenberger, Massachusetts General Hospital
Download or read book Autism written by Gregory R. Bock and published by John Wiley & Sons. This book was released on 2005-01-21 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book draws together contributions from some of the leading investigators in the field of autism to consider specific problem areas in current research. Each contributor brings expertise from a different field, providing a balanced view of the whole spectrum of study of this disorder. It covers four main areas: Twin and family studies indicate that the heritability of the underlying liability to autism exceeds 90% and point to a multifactorial causation, involving a relatively small number of susceptibility genes. The book discusses this issue in detail, along with the problem of why some additional symptoms are associated with autism while others are not. New techniques are available for examining the neurobiology of autism. The book contains results from imaging studies showing the contributions of different brain regions to autism. It includes neuropathological data and examines the neuropharmacology of autism. There is considerable discussion concerning the fundamental psychological deficit in children with autism. There is good evidence that "Theory of Mind" deficits are associated with autism and this issue is discussed in the book, as are other competing possibilities. The most important practical question facing medical and psychological practitioners is how to help children with autism. The evidence relating to possible psychological or psychiatric interventions for rehabilitation of children with autism is examined in detail. Drug treatments have generally been disappointing in this field and there is one chapter devoted specifically to this problem. The book focusses ultimately on intervention studies and so is of practical relevance to people interested in helping autistic children. In addition, it provides a very convenient summary of the principal controversies which currently exist in research on autism.
Download or read book Artificial Intelligence for Accurate Analysis and Detection of Autism Spectrum Disorder written by Kautish, Sandeep and published by IGI Global. This book was released on 2021-06-25 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Autism spectrum disorder (ASD) is known as a neuro-disorder in which a person may face problems in interaction and communication with people, amongst other challenges. As per medical experts, ASD can be diagnosed at any stage or age but is often noticeable within the first two years of life. If caught early enough, therapies and services can be provided at this early stage instead of waiting until it is too late. ASD occurrences appear to have increased over the last couple of years leading to the need for more research in the field. It is crucial to provide researchers and clinicians with the most up-to-date information on the clinical features, etiopathogenesis, and therapeutic strategies for patients as well as to shed light on the other psychiatric conditions often associated with ASD. In addition, it is equally important to understand how to detect ASD in individuals for accurate diagnosing and early detection. Artificial Intelligence for Accurate Analysis and Detection of Autism Spectrum Disorder discusses the early detection and diagnosis of autism spectrum disorder enabled by artificial intelligence technologies, applications, and therapies. This book will focus on the early diagnosis of ASD through artificial intelligence, such as deep learning and machine learning algorithms, for confirming diagnosis or suggesting the need for further evaluation of individuals. The chapters will also discuss the use of artificial intelligence technologies, such as medical robots, for enhancing the communication skills and the social and emotional skills of children who have been diagnosed with ASD. This book is ideally intended for IT specialists, data scientists, academicians, scholars, researchers, policymakers, medical practitioners, and students interested in how artificial intelligence is impacting the diagnosis and treatment of autism spectrum disorder.
Download or read book The Mirror Neuron System written by Christian Keysers and published by Psychology Press. This book was released on 2016-06 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Mirror neurons are premotor neurons, originally discovered in the macaque brain , that discharge both during execution of goal-directed actions and during the observation of similar actions executed by another individual. They therefore ¿mirror¿ others¿ actions on the observer's motor repertoire. In the last decade an impressive amount of work has been devoted to the study of their properties and to investigate if they are present also in our species. Neuroimaging and electrophysiological techniques have shown that a mirror-neuron system does exist in the human brain as well. Among ¿mirror¿ human areas, Broca¿s area (the frontal area for speech production) is almost constantly activated by action observation. This suggests a possible evolutionary link between action understanding and verbal communication. In the most recent years, mirror-like phenomena have been demonstrated also for domains others than the pure motor one. Examples of that are the somatosensory and the emotional systems, possibly providing a neurophysiological basis to phenomena such as embodiment and empathy. This special issue collects some of the most representative works on the mirror-neuron system to give a panoramic view on current research and to stimulate new experiments in this exciting field.
Download or read book Computational Psychiatry written by A. David Redish and published by MIT Press. This book was released on 2016-12-09 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Psychiatrists and neuroscientists discuss the potential of computational approaches to address problems in psychiatry including diagnosis, treatment, and integration with neurobiology. Modern psychiatry is at a crossroads, as it attempts to balance neurological analysis with psychological assessment. Computational neuroscience offers a new lens through which to view such thorny issues as diagnosis, treatment, and integration with neurobiology. In this volume, psychiatrists and theoretical and computational neuroscientists consider the potential of computational approaches to psychiatric issues. This unique collaboration yields surprising results, innovative synergies, and novel open questions. The contributors consider mechanisms of psychiatric disorders, the use of computation and imaging to model psychiatric disorders, ways that computation can inform psychiatric nosology, and specific applications of the computational approach. Contributors Susanne E. Ahmari, Huda Akil, Deanna M. Barch, Matthew Botvinick, Michael Breakspear, Cameron S. Carter, Matthew V. Chafee, Sophie Denève, Daniel Durstewitz, Michael B. First, Shelly B. Flagel, Michael J. Frank, Karl J. Friston, Joshua A. Gordon, Katia M. Harlé, Crane Huang, Quentin J. M. Huys, Peter W. Kalivas, John H. Krystal, Zeb Kurth-Nelson, Angus W. MacDonald III, Tiago V. Maia, Robert C. Malenka, Sanjay J. Mathew, Christoph Mathys, P. Read Montague, Rosalyn Moran, Theoden I. Netoff, Yael Niv, John P. O'Doherty, Wolfgang M. Pauli, Martin P. Paulus, Frederike Petzschner, Daniel S. Pine, A. David Redish, Kerry Ressler, Katharina Schmack, Jordan W. Smoller, Klaas Enno Stephan, Anita Thapar, Heike Tost, Nelson Totah, Jennifer L. Zick
Download or read book Brain Connectivity in Autism written by Rajesh K. Kana and published by Frontiers E-books. This book was released on 2014-09-23 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: The brain's ability to process information crucially relies on connectivity. Understanding how the brain processes complex information and how such abilities are disrupted in individuals with neuropsychological disorders will require an improved understanding of brain connectivity. Autism is an intriguingly complex neurodevelopmental disorder with multidimensional symptoms and cognitive characteristics. A biological origin for autism spectrum disorders (ASD) had been proposed even in the earliest published accounts (Kanner, 1943; Asperger, 1944). Despite decades of research, a focal neurobiological marker for autism has been elusive. Nevertheless, disruptions in interregional and functional and anatomical connectivity have been a hallmark of neural functioning in ASD. Theoretical accounts of connectivity perceive ASD as a cognitive and neurobiological disorder associated with altered functioning of integrative circuitry. Neuroimaging studies have reported disruptions in functional connectivity (synchronization of activated brain areas) during cognitive tasks and during task-free resting states. While these insights are valuable, they do not address the time-lagged causality and directionality of such correlations. Despite the general promise of the connectivity account of ASD, inconsistencies and methodological differences among studies call for more thorough investigations. A comprehensive neurological account of ASD should incorporate functional, effective, and anatomical connectivity measures and test the diagnostic utility of such measures. In addition, questions pertaining to how cognitive and behavioral intervention can target connection abnormalities in ASD should be addressed. This research topic of the Frontiers in Human Neuroscience addresses “Brain Connectivity in Autism” primarily from cognitive neuroscience and neuroimaging perspectives.
Download or read book Autism written by Andrew W. Zimmerman and published by Springer Science & Business Media. This book was released on 2008-10-08 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Creative thinking and collaborative scientific research have advanced our understanding of autism, and we are now beginning to synthesize the data into evidence and theories. Autism: Current Theories and Evidence presents current theories about autism and the evidence that supports them. The goal is to show how the scientific method is revealing the biological bases of this spectrum of disorders, thereby leading the way to their treatment and prevention using evidence-based medicine. This book has 20 chapters divided into 6 sections: Molecular and Clinical Genetics; Neurotransmitters and Cell Signaling; Endocrinology, Growth and Metabolism; Immunology, Maternal-Fetal Effects and Neuroinflammation; Neuroanatomy, Imaging and Neural networks; and Environmental Mechanisms and Models. The subjects cover a wide range of current scientific work in the field of autism, with strong and growing evidence to support them, and demonstrate both the breadth and depth of current autism research. The reader is encouraged to consider how theories and the scientific method, in the hands of these and other dedicated researchers, are leading to greater knowledge and continued progress in autism research.
Download or read book The Neuropsychology of Autism written by Deborah Fein and published by Oxford University Press. This book was released on 2011-06-09 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Neuropsychology of Autism provides an up-to-date summary on the neuropsychology of autism spectrum disorders (ASD), written by leaders in the field. It summarizes current knowledge about neurochemistry, neuroanatomy, genetics, and clinical presentations and provides helpful discussions on key functions such as language, memory, attention, executive functions, social cognition, motor and sensory functioning.
Download or read book Autism A Very Short Introduction written by Uta Frith and published by Oxford University Press, USA. This book was released on 2008-10-23 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: "What is autism and Asperger syndrome? What are the core symptoms, and what causes them? How early can autism be recognised and what can be done? Why does autism seem to be more and more common? Are we all a little bit autistic?" "This Very Short Introduction offers a clear statement on what is currently known about autism and Asperger syndrome. Looking at symptoms from the full spectrum of autistic disorders, and evaluating current evidence from neuroscience and genetics, this authoritative and accessible book explores the source and nature of social impairment and exceptional talent. Autism: A Very Short Introduction gives a glimpse of life seen through the eyes of autism."--BOOK JACKET.
