Artificial Intelligence For Accurate Analysis And Detection Of Autism Spectrum Disorder

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Artificial Intelligence for Accurate Analysis and Detection of Autism Spectrum Disorder

Author : Kautish, Sandeep
Publisher : IGI Global
ISBN 13 : 1799874621
Total Pages : 224 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Artificial Intelligence for Accurate Analysis and Detection of Autism Spectrum Disorder by : Kautish, Sandeep

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.

Computational Vision and Bio-Inspired Computing

Author : S. Smys
Publisher : Springer Nature
ISBN 13 : 9813368624
Total Pages : 871 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Computational Vision and Bio-Inspired Computing by : S. Smys

Download or read book Computational Vision and Bio-Inspired Computing written by S. Smys and published by Springer Nature. This book was released on 2021-06-14 with total page 871 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes selected papers from the 4th International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2020), held in Coimbatore, India, from November 19 to 20, 2020. This proceedings book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. The book reveals the theoretical and practical aspects of bio-inspired computing techniques, like machine learning, sensor-based models, evolutionary optimization and big data modeling and management that make use of effectual computing processes in the bio-inspired systems. As such it contributes to the novel research that focuses on developing bio-inspired computing solutions for various domains, such as human–computer interaction, image processing, sensor-based single processing, recommender systems and facial recognition, which play an indispensable part in smart agriculture, smart city, biomedical and business intelligence applications.

Proceedings of the 2nd International Conference on Computational and Bio Engineering

Author : S. Jyothi
Publisher : Springer Nature
ISBN 13 : 9811619417
Total Pages : 774 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of the 2nd International Conference on Computational and Bio Engineering by : S. Jyothi

Download or read book Proceedings of the 2nd International Conference on Computational and Bio Engineering written by S. Jyothi and published by Springer Nature. This book was released on 2021-09-27 with total page 774 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the peer-reviewed proceedings of the 2nd International Conference on Computational and Bioengineering (CBE 2020) jointly organized in virtual mode by the Department of Computer Science and the Department of BioScience & Sericulture, Sri Padmavati Mahila Visvavidyalayam (Women's University), Tirupati, Andhra Pradesh, India, during 4–5 December 2020. The book includes the latest research on advanced computational methodologies such as artificial intelligence, data mining and data warehousing, cloud computing, computational intelligence, soft computing, image processing, Internet of things, cognitive computing, wireless networks, social networks, big data analytics, machine learning, network security, computer networks and communications, bioinformatics, biocomputing/biometrics, computational biology, biomaterials, bioengineering, and medical and biomedical informatics.

Neural Engineering Techniques for Autism Spectrum Disorder

Author : Ayman S. El-Baz
Publisher : Academic Press
ISBN 13 : 0128230657
Total Pages : 400 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Neural Engineering Techniques for Autism Spectrum Disorder by : Ayman S. El-Baz

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)

Artificial Intelligence in Healthcare

Author : Tianhua Chen
Publisher : Springer Nature
ISBN 13 : 9811952728
Total Pages : 316 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Tianhua Chen

Download or read book Artificial Intelligence in Healthcare written by Tianhua Chen and published by Springer Nature. This book was released on 2022-10-25 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in artificial intelligence (AI) and machine learning have witnessed many successes in various disciplines including the healthcare sector. Innovations in intelligent medical systems have revolutionized the way in which healthcare services are provided, ranging from making clinical diagnosis, developing personalized treatment and drugs, assisting patient monitoring, to automating administrative tasks and reducing operational costs. In this book, the authors present key applications in the general area of health care, where AI has made significant successes. From the individual chapters, the readers will be provided with a range of examples to illustrate the wide plethora of application domains utilizing state-of-the-art AI techniques, proving credence to the versatility and effectiveness of an AI approach in health care and medicine. We envisage that this book is ideal for individuals new to the notion of AI in health care, equally, early career academics who wish to further expand on their knowledge in AI in medicine. What will be presented is in no means an exhaustive list of applications, but most definitely a varied one.

Artificial Intelligence for Innovative Healthcare Informatics

Author : Shabir Ahmad Parah
Publisher : Springer Nature
ISBN 13 : 3030965694
Total Pages : 320 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Artificial Intelligence for Innovative Healthcare Informatics by : Shabir Ahmad Parah

Download or read book Artificial Intelligence for Innovative Healthcare Informatics written by Shabir Ahmad Parah and published by Springer Nature. This book was released on 2022-05-23 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: There are several popular books published in Healthcare Computational Informatics like Computational Bioengineering and Bioinformatics (2020), Springer; Health Informatics (2017), Springer; Health Informatics Vision: From Data via Information to Knowledge (2019), IOS Press; Data Analytics in Biomedical Engineering and Healthcare (2020), Elsevier. However, in all these mentioned books, the challenges in Biomedical Imaging are solved in one dimension by use of any specific technology like Image Processing, Machine Learning or Computer Aided Systems. In this book, the book it has been attempted to bring all technologies related to computational analytics together and apply them on Biomedical Imaging.

Intelligent Systems and Applications

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3031477243
Total Pages : 890 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Intelligent Systems and Applications by : Kohei Arai

Download or read book Intelligent Systems and Applications written by Kohei Arai and published by Springer Nature. This book was released on with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Interdisciplinary Approaches to Altering Neurodevelopmental Disorders

Author : Wadhera, Tanu
Publisher : IGI Global
ISBN 13 : 1799830705
Total Pages : 386 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Interdisciplinary Approaches to Altering Neurodevelopmental Disorders by : Wadhera, Tanu

Download or read book Interdisciplinary Approaches to Altering Neurodevelopmental Disorders written by Wadhera, Tanu and published by IGI Global. This book was released on 2020-03-13 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Disorder-assistive and neurotechnological devices are experiencing a boom in the global market. Mounting evidence suggests that approaches based on several different domains should move towards the goal of early diagnosis of individuals affected by neurodevelopmental disorders. Using an interdisciplinary and collaborative approach in diagnosis and support can resolve many hurdles such as lack of awareness, transport, and financial burdens by being made available to individuals at the onset of symptoms. Interdisciplinary Approaches to Altering Neurodevelopmental Disorders is a pivotal reference source that explores neurodevelopmental disorders and a diverse array of diagnostic tools and therapies assisted by neurotechnological devices. While covering a wide range of topics including individual-centered design, artificial intelligence, and multifaceted therapies, this book is ideally designed for neuroscientists, medical practitioners, clinical psychologists, special educators, counselors, therapists, researchers, academicians, and students.

Disability

Author : Romel W. Mackelprang
Publisher : Oxford University Press
ISBN 13 : 0190656409
Total Pages : 550 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis Disability by : Romel W. Mackelprang

Download or read book Disability written by Romel W. Mackelprang and published by Oxford University Press. This book was released on 2016 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of Disability remains an indispensable tool for human service practitioners in understanding disability from an empowerment perspective. The authors address policy, theory, description, and practice, stressing the difference of disability rather than the dysfunction of disability. The text is illustrated with in-depth personal narratives by those living with disability and thought-provoking sidebars that ask readers to consider the implications of their own reactions to disability. Mackelprang and Salsgiver establish the historical and societal context in which those with disabilities are marginalized, discuss the major groupings of disabilities, and finally offer a model for assessment and practice that human service practitioners can adopt. The book develops a contemporary perspective in which people with disabilities are considered valuable and contributing members of society. Using this book, students will find not only a prescription for professional assessment and practice, but also the necessary understanding of common issues those with disabilities face, the social contexts in which they live, and the tools to work with people with disabilities as equals and partners.

Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms

Author : Milutinovi?, Veljko
Publisher : IGI Global
ISBN 13 : 1799883523
Total Pages : 296 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by : Milutinovi?, Veljko

Download or read book Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms written by Milutinovi?, Veljko and published by IGI Global. This book was released on 2022-03-11 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.

Intelligent Computing and Applications

Author : Subhransu Sekhar Dash
Publisher : Springer Nature
ISBN 13 : 9811555664
Total Pages : 781 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Intelligent Computing and Applications by : Subhransu Sekhar Dash

Download or read book Intelligent Computing and Applications written by Subhransu Sekhar Dash and published by Springer Nature. This book was released on 2020-09-29 with total page 781 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the peer-reviewed proceedings of the 5th International Conference on Intelligent Computing and Applications (ICICA 2019), held in Ghaziabad, India, on December 6–8, 2019. The contributions reflect the latest research on advanced computational methodologies such as neural networks, fuzzy systems, evolutionary algorithms, hybrid intelligent systems, uncertain reasoning techniques, and other machine learning methods and their applications to decision-making and problem-solving in mobile and wireless communication networks.

Computational Intelligence in Pattern Recognition

Author : Asit Kumar Das
Publisher : Springer Nature
ISBN 13 : 9811524491
Total Pages : 593 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Computational Intelligence in Pattern Recognition by : Asit Kumar Das

Download or read book Computational Intelligence in Pattern Recognition written by Asit Kumar Das and published by Springer Nature. This book was released on 2020-02-19 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features high-quality research papers presented at the 2nd International Conference on Computational Intelligence in Pattern Recognition (CIPR 2020), held at the Institute of Engineering and Management, Kolkata, West Bengal, India, on 4–5 January 2020. It includes practical development experiences in various areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.

Proceedings of International Conference on Communication and Computational Technologies

Author : Sandeep Kumar
Publisher : Springer Nature
ISBN 13 : 9811939519
Total Pages : 987 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of International Conference on Communication and Computational Technologies by : Sandeep Kumar

Download or read book Proceedings of International Conference on Communication and Computational Technologies written by Sandeep Kumar and published by Springer Nature. This book was released on 2022-09-26 with total page 987 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at 4th International Conference on Communication and Computational Technologies (ICCCT 2022), jointly organized by Soft Computing Research Society (SCRS) and Rajasthan Institute of Engineering & Technology (RIET), Jaipur, during February 26–27 2022. The book is a collection of state-of-the art research work in the cutting-edge technologies related to the communication and intelligent systems. The topics covered are algorithms and applications of intelligent systems, informatics and applications, and communication and control systems.

Touching the Future Technology for Autism?

Author : Joseph Mintz
Publisher : IOS Press
ISBN 13 : 1614991642
Total Pages : 148 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Touching the Future Technology for Autism? by : Joseph Mintz

Download or read book Touching the Future Technology for Autism? written by Joseph Mintz and published by IOS Press. This book was released on 2012 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: International interest in the use of assistive and ambient information and communication technologies to support people with a range of cognitive impairments is growing rapidly. Autism spectrum disorders ASDs, which affect social skills, communicative abilities and behavior, are of particular interest. The number of diagnosed cases has continued to grow in recent decades, and the impairments associated with ASDs mean individuals affected are at risk of social isolation and marginalization. Although helping people with autism to overcome their difficulties has always required the joint expertise of various fields, the widely shared

Autistic Intelligence

Author : Douglas W. Maynard
Publisher : University of Chicago Press
ISBN 13 : 0226815994
Total Pages : 282 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis Autistic Intelligence by : Douglas W. Maynard

Download or read book Autistic Intelligence written by Douglas W. Maynard and published by University of Chicago Press. This book was released on 2022-05-25 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of diagnostic processes that questions how we can better understand autism as a category and the unique forms of intelligence it glosses. As autism has grown in prevalence, so too have our attempts to make sense of it. From placing unfounded blame on vaccines to seeking a genetic cause, Americans have struggled to understand what autism is and where it comes from. Amidst these efforts, however, a key aspect of autism has been largely overlooked: the diagnostic process itself. That process is the central focus of Autistic Intelligence. The authors ask us to question the norms by which we measure autistic behavior, to probe how that behavior can be considered sensible rather than disordered, and to explore how we can better appreciate the individuality of those who receive the diagnosis. Drawing on hundreds of hours of video recordings and ethnographic observations at a clinic where professionals evaluated children for autism, the authors’ analysis of interactions among clinicians, parents, and children demystifies the categories, tools, and practices involved in the diagnostic process. Autistic Intelligence shows that autism is not a stable category; it is the outcome of complex interactional processes involving professionals, children, families, and facets of the social and clinical environments they inhabit. The authors suggest that diagnosis, in addition to carefully classifying children, also can highlight or include unique and particular contributions those with autism potentially can make to the world around us.

C4.5

Author : J. Ross Quinlan
Publisher : Morgan Kaufmann
ISBN 13 : 9781558602380
Total Pages : 286 pages
Book Rating : 4.6/5 (23 download)

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Book Synopsis C4.5 by : J. Ross Quinlan

Download or read book C4.5 written by J. Ross Quinlan and published by Morgan Kaufmann. This book was released on 1993 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a complete guide to the C4.5 system as implemented in C for the UNIX environment. It contains a comprehensive guide to the system's use, the source code (about 8,800 lines), and implementation notes.

Proceedings of Data Analytics and Management

Author : Deepak Gupta
Publisher : Springer Nature
ISBN 13 : 9811662851
Total Pages : 850 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of Data Analytics and Management by : Deepak Gupta

Download or read book Proceedings of Data Analytics and Management written by Deepak Gupta and published by Springer Nature. This book was released on 2021-11-21 with total page 850 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original unpublished contributions presented at the International Conference on Data Analytics and Management (ICDAM 2021), held at Jan Wyzykowski University, Poland, during June 2021. The book covers the topics in data analytics, data management, big data, computational intelligence, and communication networks. The book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students.