Artificial Intelligence For Accurate Analysis And Detection Of Autism Spectrum Disorder

Author : Kautish, Sandeep,Dhiman, Gaurav
Publisher : IGI Global
Page : 224 pages
File Size : 45,9 Mb
Release : 2021-06-25
Category : Psychology
ISBN : 9781799874621

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Artificial Intelligence for Accurate Analysis and Detection of Autism Spectrum Disorder by Kautish, Sandeep,Dhiman, Gaurav Pdf

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.

Author : Tianhua Chen,Jenny Carter,Mufti Mahmud,Arjab Singh Khuman
Publisher : Springer Nature
Page : 316 pages
File Size : 42,9 Mb
Release : 2022-10-25
Category : Medical
ISBN : 9789811952722

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Artificial Intelligence in Healthcare by Tianhua Chen,Jenny Carter,Mufti Mahmud,Arjab Singh Khuman Pdf

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.

Author : Shabir Ahmad Parah,Mamoon Rashid,Vijayakumar Varadarajan
Publisher : Springer Nature
Page : 320 pages
File Size : 51,6 Mb
Release : 2022-05-23
Category : Medical
ISBN : 9783030965693

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Artificial Intelligence for Innovative Healthcare Informatics by Shabir Ahmad Parah,Mamoon Rashid,Vijayakumar Varadarajan Pdf

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.

Author : Ayman S. El-Baz,Jasjit S. Suri
Publisher : Academic Press
Page : 400 pages
File Size : 54,7 Mb
Release : 2021-07-16
Category : Science
ISBN : 9780128230657

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Neural Engineering Techniques for Autism Spectrum Disorder by Ayman S. El-Baz,Jasjit S. Suri Pdf

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)

Author : Kohei Arai
Publisher : Springer Nature
Page : 890 pages
File Size : 40,9 Mb
Release : 2024-06-28
Category : Electronic
ISBN : 9783031477249

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Intelligent Systems and Applications by Kohei Arai Pdf

Author : S. Jyothi,D. M. Mamatha,Yu-Dong Zhang,K. Srujan Raju
Publisher : Springer Nature
Page : 774 pages
File Size : 48,9 Mb
Release : 2021-09-27
Category : Technology & Engineering
ISBN : 9789811619410

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Proceedings of the 2nd International Conference on Computational and Bio Engineering by S. Jyothi,D. M. Mamatha,Yu-Dong Zhang,K. Srujan Raju Pdf

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.

Author : Milutinovi?, Veljko,Miti?, Nenad,Kartelj, Aleksandar,Kotlar, Miloš
Publisher : IGI Global
Page : 296 pages
File Size : 40,8 Mb
Release : 2022-03-11
Category : Computers
ISBN : 9781799883524

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Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms by Milutinovi?, Veljko,Miti?, Nenad,Kartelj, Aleksandar,Kotlar, Miloš Pdf

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.

Author : Sandeep Kumar,Saroj Hiranwal,S. D. Purohit,Mukesh Prasad
Publisher : Springer Nature
Page : 987 pages
File Size : 47,7 Mb
Release : 2022-09-26
Category : Technology & Engineering
ISBN : 9789811939518

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Proceedings of International Conference on Communication and Computational Technologies by Sandeep Kumar,Saroj Hiranwal,S. D. Purohit,Mukesh Prasad Pdf

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.

Author : Garcia, Manuel B.,de Almeida, Rui Pedro Pereira
Publisher : IGI Global
Page : 421 pages
File Size : 50,5 Mb
Release : 2024-03-22
Category : Medical
ISBN : 9798369336625

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Transformative Approaches to Patient Literacy and Healthcare Innovation by Garcia, Manuel B.,de Almeida, Rui Pedro Pereira Pdf

The disconnect between technology and traditional practices poses a significant challenge. Many healthcare professionals and individuals struggle to navigate the influx of emerging technologies, hindering the full realization of their potential in revolutionizing health literacy and medical practice. The lack of cohesive understanding and integration of technologies like mobile applications, wearable devices, artificial intelligence, and telemedicine impedes the seamless delivery of healthcare services and obstructs individuals from actively managing their health. Transformative Approaches to Patient Literacy and Healthcare Innovation offers a comprehensive solution to bridge the gap between healthcare and technology. Delving into the dynamic fusion of these domains, it unravels the transformative power of technology applications, showcasing how they enhance health literacy and empower individuals to make informed decisions about their well-being. By providing insights into the integration of mobile health apps, electronic health records, extended reality, artificial intelligence, and more, the book equips readers with the knowledge needed to navigate the evolving healthcare landscape with confidence.

Author : Ahmed A. Elngar,Vigneshwar. M.,Krishna Kant Singh,Zdzislaw Polkowski
Publisher : John Wiley & Sons
Page : 420 pages
File Size : 49,8 Mb
Release : 2023-07-18
Category : Computers
ISBN : 9781119763444

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Handbook of Computational Sciences by Ahmed A. Elngar,Vigneshwar. M.,Krishna Kant Singh,Zdzislaw Polkowski Pdf

The Handbook of Computational Sciences is a comprehensive collection of research chapters that brings together the latest advances and trends in computational sciences and addresses the interdisciplinary nature of computational sciences, which require expertise from multiple disciplines to solve complex problems. This edited volume covers a broad range of topics, including computational physics, chemistry, biology, engineering, finance, and social sciences. Each chapter provides an in-depth discussion of the state-of-the-art techniques and methodologies used in the respective field. The book also highlights the challenges and opportunities for future research in these areas. The volume pertains to applications in the areas of imaging, medical imaging, wireless and WS networks, IoT with applied areas, big data for various applicable solutions, etc. This text delves deeply into the core subject and then broadens to encompass the interlinking, interdisciplinary, and cross-disciplinary sections of other relevant areas. Those areas include applied, simulation, modeling, real-time, research applications, and more. Audience Because of the book’s multidisciplinary approach, it will be of value to many researchers and engineers in different fields including computational biologists, computational chemists, and physicists, as well as those in life sciences, neuroscience, mathematics, and software engineering.

Author : Sachi Nandan Mohanty,Shailendra K. Saxena,Suneeta Satpathy,Jyotir Moy Chatterjee
Publisher : Springer Nature
Page : 593 pages
File Size : 48,7 Mb
Release : 2021-09-29
Category : Medical
ISBN : 9789811573170

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Applications of Artificial Intelligence in COVID-19 by Sachi Nandan Mohanty,Shailendra K. Saxena,Suneeta Satpathy,Jyotir Moy Chatterjee Pdf

The book examines the role of artificial intelligence during the COVID-19 pandemic, including its application in i) early warnings and alerts, ii) tracking and prediction, iii) data dashboards, iv) diagnosis and prognosis, v) treatments, and cures, and vi) social control. It explores the use of artificial intelligence in the context of population screening and assessing infection risks, and presents mathematical models for epidemic prediction of COVID-19. Furthermore, the book discusses artificial intelligence-mediated diagnosis, and how machine learning can help in the development of drugs to treat the disease. Lastly, it analyzes various artificial intelligence-based models to improve the critical care of COVID-19 patients.

Author : Douglas W. Maynard,Jason Turowetz
Publisher : University of Chicago Press
Page : 282 pages
File Size : 41,7 Mb
Release : 2022-05-25
Category : Social Science
ISBN : 9780226815992

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Autistic Intelligence by Douglas W. Maynard,Jason Turowetz Pdf

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.

Author : Simon Fong,Nilanjan Dey,Amit Joshi
Publisher : Springer Nature
Page : 623 pages
File Size : 43,5 Mb
Release : 2024-01-22
Category : Technology & Engineering
ISBN : 9789819965687

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ICT Analysis and Applications by Simon Fong,Nilanjan Dey,Amit Joshi Pdf

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.

Author : Hovakimyan, Anna
Publisher : IGI Global
Page : 384 pages
File Size : 42,6 Mb
Release : 2021-12-03
Category : Medical
ISBN : 9781799869382

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Medical Atlas of Cornea and External Diseases in Middle Eastern Populations by Hovakimyan, Anna Pdf

Disease and pathologies can differ based on geographic area as well as social conditions of life. This is no less true for the treatment of cornea and external diseases. It is important for ophthalmologists to remain updated on the best practices for treatment of unique cases that may be rare in other countries, as well as vigilant as to the best course of treatment for specific demographics. Medical Atlas of Cornea and External Diseases in Middle Eastern Populations details the unique cases of cornea and external diseases in the Middle East, providing a comprehensive collection of cases that are very rare in other regions of the world. This atlas presents over 800 pictures of different corneal pathologies and external diseases, including before and after treatment, over ten years of clinical practice. The atlas focuses on Middle Eastern patients with all diagnoses and treatment performed by the author at Malayan Eye Center in Yerevan, Armenia. Covering topics such as corneal surgeries, eyelid diseases, and congenital disorders, this book is the ideal resource for ophthalmologists, junior practitioners, medical residents and students, professors, hospital administration, researchers, and academicians.

Author : Bird, Jennifer Lynne
Publisher : IGI Global
Page : 241 pages
File Size : 41,8 Mb
Release : 2021-09-24
Category : Medical
ISBN : 9781799890539

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Using Narrative Writing to Enhance Healing During and After Global Health Crises by Bird, Jennifer Lynne Pdf

Millions of people experience stress in their lives, and this is even more prevalent in the aftermath of the COVID-19 pandemic. Whether this stress stems from a job loss or a fear of sickness from working with the public, stress has reigned throughout the pandemic. However, stress is more complicated than being simply a “bad feeling.” Stress can impact both mental and physical wellbeing. Using Narrative Writing to Enhance Healing During and After Global Health Crises is a critical reference that discusses therapeutic writing and offers it as a simple solution for those who are at the highest risk of poor health. This book covers multiple writing narratives on diverse topics and how they aid with stress after the COVID-19 pandemic. Including topics such as anxiety, health coaching, and leadership, this book is essential for teachers, community leadership, physical and emotional therapists, healthcare workers, teachers, faculty of both K-12 and higher education, members of church communities, students, academicians, and any researchers interested in using writing as a healing process.