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.

This handbook examines the medical and therapeutic needs of individuals with autism spectrum disorder (ASD) and the effectiveness of treatments that are delivered through interdisciplinary teams. It analyzes the impact of interdisciplinary teams on assessment, diagnosis, treatment planning, and implementation and explores how evidence-based treatments can be developed and implemented. Chapters describe the wide-ranging effects of ASD and the challenges individuals and their family members face when seeking treatment. In addition, chapters provide an overview of the comorbidities and related disorders that often accompany ASD, including neurodevelopmental disorders, medical and behavioral problems, and psychopathology. The handbook also discusses the critical importance of caregivers in the treatment team as experts in their child’s strengths, problem areas, and functioning. Topics featured in this handbook include: Legal considerations in interdisciplinary treatments. Ethical considerations in the development and implementation of interdisciplinary teams. Evidence-based interdisciplinary treatment and evaluation considerations. The role of primary care physicians and subspecialty pediatricians within interdisciplinary teams. The impact of school psychologists related to assessment and intervention development. Vocational interventions that promote independence in individuals with ASD. The Handbook of Interdisciplinary Treatments for Autism Spectrum Disorder is a must-have resource for researchers, clinicians and professionals, and graduate students across such interrelated disciplines as clinical child, school, and developmental psychology, child and adolescent psychiatry, social work, rehabilitation medicine/therapy, pediatrics, and special education.

People with neurological disorders may experience significant problems, isolation, detachment, and passivity while dealing with environmental requests. They constantly rely on caregivers and family assistance, which can create negative outcomes on their quality of life. An emerging way to overcome these issues is assistive technology-based interventions (AT). AT-based programs are designed to fill the gap between human/individual capacities or skills and environmental requests. These technologies can also bring about independence and self-determination and provide people with neurological disorders an active role, positive participation, and an enhanced status in being able to achieve functional daily activities by reducing the roles of their families and caregivers. The positive impacts of this technology are an important area of research, and its usage for neurological disorders is critical for the assessment and recovery of patients. Assistive Technologies for Assessment and Recovery of Neurological Impairments explores the use of AT-based programs for promoting independence and self-determination of individuals with neurological disorders. The chapters discuss AT-based interventions in detail with the specific technologies that are being used, the positive effects on patients, and evidence-based practices. This book also focuses on specific technologies such as virtual reality (VR) setups and augmented reality (AR) as valid ecological environments for patients that ensure methodological control and behavioral tracking for both assessment and rehabilitation purposes. This book is essential for occupational therapists, speech therapists, physiotherapists, neurologists, caregivers, psychologists, practitioners, medical professionals, medical technologists, IT consultants, academicians, and students interested in assistive technology interventions for people with neurological impairments.

The need to develop 21st-century competencies has received global recognition, but instructional methods have not been reformed to include the teaching of these skills. Multiple frameworks include creativity, critical thinking, communication, and collaboration as the foundational competencies. Complexities of planning curriculum and delivering instruction to develop the foundational competencies requires professional training. However, despite training, instructional practice can be impacted by barriers caused by personal views of teachers, economic constraints, access to resources, social challenges, pandemic, overwhelming pace of global shifts, and other influences. With digitalization entering the field of education, it is unclear if technology has helped in removing or eliminating the barriers or has, itself, become another obstruction in integrating the competencies. Gaining an educator's perspective is essential to understanding the barriers as well as solutions to mitigate the impediments through innovative instructional methods being practiced across the globe via digital or non-digital platforms. The need for original contributions from educators exists in this area of barriers to 21st-century education and the role of digitalization. The Handbook of Research on Barriers for Teaching 21st-Century Competencies and the Impact of Digitalization discusses teaching the 21st-century competencies, namely critical thinking, creativity, collaboration, and communication. This book presents both the problems or gaps causing barriers and brings forth practical solutions, digital and non-digital, to meet the educational shifts. The chapters will determine the specific barriers that exist, whether political, social, economic, or technological, to integrating competencies and the methods or strategies that can eliminate these barriers through compatible instructional approaches. Additionally, the chapters provide knowledge on the impacts of digitalization in general on teaching and learning and how digital innovations are either beneficial to removing impediments for students or rather causing obstructions in integrating the four competencies. This book is ideally intended for educators and administrators working directly with students, educational researchers, educational software developers, policymakers, teachers, practitioners, and students interested in how 21st-century competencies can be taught while facing the impacts of digitalization on education.

Discussions surrounding inclusivity have grown exponentially in recent years. In today’s world where diversity, equity, and inclusion are the hot topics in all aspects of society, it is more important than ever to define what it means to be an inclusive society, as well as challenges and potential growth. Those with physical and intellectual disabilities, including vision and hearing impairment, Down syndrome, locomotor disability, and more continue to face challenges of accessibility in their daily lives, especially when facing an increasingly digitalized society. It is crucial that research is brought up to date on the latest assistive technologies, educational practices, work assistance, and online support that can be provided to those classified with a disability. The Research Anthology on Physical and Intellectual Disabilities in an Inclusive Society provides a comprehensive guide of a range of topics relating to myriad aspects, difficulties, and opportunities of becoming a more inclusive society toward those with physical or intellectual disabilities. Covering everything from disabilities in education, sports, marriages, and more, it is essential for psychologists, psychiatrists, pediatricians, psychiatric nurses, clinicians, special education teachers, social workers, hospital administrators, mental health specialists, managers, academicians, rehabilitation centers, researchers, and students who wish to learn more about what it means to be an inclusive society and best practices in order to get there.

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.

The study of pediatric and adolescent medicine is an essential part of medicine as children react to diseases differently than adults. As new viruses continue to emerge, and as procedures are updated and revised, there is a need for comprehensive resources on the new developments and emerging technologies in this field. As medical technologies and innovative practices spread in recent years, it is vital that medical professionals are knowledgeable on the developments in the pediatric field as well. The Research Anthology on Pediatric and Adolescent Medicine presents the developments, emerging technologies, and challenges in pediatric and adolescent medicine. It also explains adolescent health management and promotion as well as recent discoveries on childhood development. Covering topics such as media consumption, neuro-developmental disorders, and health promotion, this book is a critical resource for pediatricians, nurses, medical professionals, hospital administration, behavioral scientists, therapists, psychiatrists, medical students, researchers, and academicians.

This cutting-edge volume explores how technological tools can be designed, engineered and implemented to assess and support individuals with neurodevelopmental disorders from diagnosis through to rehabilitation. Tanu Wadhera and Deepti Kakkar and their expert contributors focus on technological tools as equalizers in Neurodevelopmental disorders (NDDs) at every stage, the importance of demand-specific design, and how we can best engineer and deploy both invasive and non-invasive individual-centered approaches that support and connect individuals. Considering the perspectives of patients, clinicians and technologists, it explores key topics including design and evaluation of platforms for tech-tools, automated diagnosis, brain imaging techniques, tech-diagnostic frameworks with AI and machine learning, sensing technology, smart brain prosthetics, gamification, alternative communication devices, and education tools and interactive toys. Outlining future challenges for research, Enabling Technology for Neurodevelopmental Disorders is useful for scholars and professionals in psychology, technology, engineering and medicine concerned with design, development and evaluation of a range of assistive technological tools.

“Emerging Technologies for Healthcare” begins with an IoT-based solution for the automated healthcare sector which is enhanced to provide solutions with advanced deep learning techniques. The book provides feasible solutions through various machine learning approaches and applies them to disease analysis and prediction. An example of this is employing a three-dimensional matrix approach for treating chronic kidney disease, the diagnosis and prognostication of acquired demyelinating syndrome (ADS) and autism spectrum disorder, and the detection of pneumonia. In addition, it provides healthcare solutions for post COVID-19 outbreaks through various suitable approaches, Moreover, a detailed detection mechanism is discussed which is used to devise solutions for predicting personality through handwriting recognition; and novel approaches for sentiment analysis are also discussed with sufficient data and its dimensions. This book not only covers theoretical approaches and algorithms, but also contains the sequence of steps used to analyze problems with data, processes, reports, and optimization techniques. It will serve as a single source for solving various problems via machine learning algorithms.