Advancing The Investigation And Treatment Of Sleep Disorders Using Ai

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Advancing the Investigation and Treatment of Sleep Disorders Using AI

Author : Kumar, M. Rajesh,Kumar, Ranjeet,Vaithiyanathan, D.
Publisher : IGI Global
Page : 290 pages
File Size : 41,6 Mb
Release : 2021-06-25
Category : Health & Fitness
ISBN : 9781799880196

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Advancing the Investigation and Treatment of Sleep Disorders Using AI by Kumar, M. Rajesh,Kumar, Ranjeet,Vaithiyanathan, D. Pdf

There are more than 80 different sleep disorders including insomnia, sleep apnea, restless leg syndrome, hypersomnia, circadian rhythm disorders, and parasomnia. Good sleep is necessary for optimal health and can affect hormone levels and weight. The use of artificial intelligence (AI) and biomedical signals and images can help in healthcare diagnostics that are related to these and other sleep disorders. Advancing the Investigation and Treatment of Sleep Disorders Using AI presents an overview of sleep disorders based on machine intelligence methods in order to learn and explore the latest advancements, developments, methods, systems, futuristic approaches, and algorithms towards sleep disorders and to address their challenges. This book also discusses recent and future advancements in various feature extraction techniques and machine learning methods. Covering topics such as biomedical signal processing, augmented reality for clinical investigation, and sleep disorder detection, this book is essential for sleep medicine practitioners, clinical psychologists, psychiatrists, medical technologists, doctors, IT specialists, biomedical engineers, researchers, graduate students, and academicians.

Artificial Intelligence for Societal Development and Global Well-Being

Author : Saxena, Abhay,Bhatt, Ashutosh Kumar,Kumar, Rajeev
Publisher : IGI Global
Page : 312 pages
File Size : 47,8 Mb
Release : 2022-06-17
Category : Computers
ISBN : 9781668424452

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Artificial Intelligence for Societal Development and Global Well-Being by Saxena, Abhay,Bhatt, Ashutosh Kumar,Kumar, Rajeev Pdf

Artificial intelligence has become an invaluable tool in modern society and can be utilized across fields such as healthcare, travel, education, and construction. There are numerous benefits for companies, industries, and governments when adopting this technology into their daily operations as it continues to evolve to support the needs of society. Further study on the challenges and strategies of implementation is required in order to ensure the technology is employed to its full potential. Artificial Intelligence for Societal Development and Global Well-Being considers the various uses, best practices, and success factors of artificial intelligence across fields and industries and discusses critical ways in which the technology must be developed further for the good of society. Covering a range of topics such as smart devices, artificial neural networks, and natural intelligence, this reference work is crucial for scientists, librarians, business owners, government officials, entrepreneurs, scholars, researchers, practitioners, instructors, and students.

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

Author : Milutinovi?, Veljko,Miti?, Nenad,Kartelj, Aleksandar,Kotlar, Miloš
Publisher : IGI Global
Page : 296 pages
File Size : 48,7 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.

ICSEDTI 2022

Author : Herve Boileau,Lu Wen Feng,Lauric Garbuio,Hilfi Pardi
Publisher : European Alliance for Innovation
Page : 308 pages
File Size : 41,5 Mb
Release : 2023-01-16
Category : Technology & Engineering
ISBN : 9781631903823

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ICSEDTI 2022 by Herve Boileau,Lu Wen Feng,Lauric Garbuio,Hilfi Pardi Pdf

This book is the proceeding of the International Conference on Sustainable Engineering Development and Technological Innovation (ICSEDTI 2022) that was successfully held on 11-13 October 2022 using an hybrid platform. The conference is themed “Sustainable empowerment of innovative solutions through the development of integrated scientific researches to enhance the advanced technological world”, which represents our belief of how the sustainability is essential in our approach to solve problems through technological innovation. A total of 56 papers were submitted and presented within the sessions of the conference. The papers’ topics revolve around Informatics Technology, Electrical Technology, Marine Technology, Manufacturing System and Technology, Mechanical Engineering, And also Information Industry and Management. In addition to the technical paper presentations, there were also five keynote speeches featured, and eight plenary talks were delivered. Two of the keynote speeches were delivered in person by Professor Selo from Universitas Gajah Mada, Indonesia, and Professor Goib Wiranto from the National Research and Innovation Agency, Indonesia. The rest of the keynote speeches were delivered online by Professor Yvon Kermarrec from IMT Atlantique, France; Professor Ian Gibson from University of Twente, Netherlands; and Dr. Ilham Akbar Habibie from The Association of Indonesian Engineer, Indonesia. It was a great pleasure to work with the technical program committee led by Mr. Hilfi Pardi, who have completed the imperative process of peer-review on the technical papers submitted in this conference. We are also very fortunate to have on our side the excellent organizing committee team of the Faculty of Engineering of UMRAH who work very hard to organize and support the conference. Finally, our appreciation to all the authors who have participated in this conference with their amazing achievements and enthusiasm. We firmly believe that ICSEDTI is a suitable platform for researchers, engineers, and developers who are concerned with sustainability in engineering and technological development. We hope in the coming years ICSEDTI will be better in terms of the organization of the conference, the quantity and the quality of the researches submitted, and most importantly the impact on the sustainability of technological innovation.

Machine Learning and Data Analytics for Predicting, Managing, and Monitoring Disease

Author : Roy, Manikant,Gupta, Lovi Raj
Publisher : IGI Global
Page : 241 pages
File Size : 53,6 Mb
Release : 2021-06-25
Category : Computers
ISBN : 9781799871903

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Machine Learning and Data Analytics for Predicting, Managing, and Monitoring Disease by Roy, Manikant,Gupta, Lovi Raj Pdf

Data analytics is proving to be an ally for epidemiologists as they join forces with data scientists to address the scale of crises. Analytics examined from many sources can derive insights and be used to study and fight global outbreaks. Pandemic analytics is a modern way to combat a problem as old as humanity itself: the proliferation of disease. Machine Learning and Data Analytics for Predicting, Managing, and Monitoring Disease explores different types of data and discusses how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from data, and more by applying cutting edge technology such as machine learning and data analytics in the wake of the COVID-19 pandemic. Covering a range of topics such as mental health analytics during COVID-19, data analysis and machine learning using Python, and statistical model development and deployment, it is ideal for researchers, academicians, data scientists, technologists, data analysts, diagnosticians, healthcare professionals, computer scientists, and students.

Ethical Implications of Reshaping Healthcare With Emerging Technologies

Author : Musiolik, Thomas Heinrich,Dingli, Alexiei
Publisher : IGI Global
Page : 242 pages
File Size : 47,7 Mb
Release : 2021-10-01
Category : Medical
ISBN : 9781799878896

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Ethical Implications of Reshaping Healthcare With Emerging Technologies by Musiolik, Thomas Heinrich,Dingli, Alexiei Pdf

Improving quality of life is one of the main advantages of integrating new innovations into medicine. New technologies are revolutionizing medicine and opening new opportunities for patients, doctors, clinics, and companies. The patient's well-being is monitored autonomously by smartphones, digital medical records simplify everyday clinical work, virtual reality is used for treatment, and robots help in the operating room. The new technological possibilities in healthcare not only change patients’ lives, but also the work of doctors, clinics, and companies. In the fields of healthcare and medicine, new technologies can be used for patient communication, health monitoring, or for the treatment of patients, and modern research is devoted to advancing and understanding these technologies. Ethical Implications of Reshaping Healthcare With Emerging Technologies includes the most up-to-date research in the fields of healthcare and medicine worldwide, provides answers to the forms of treatment that are already possible in medicine, and illuminates the future possibilities that are already being researched. In addition, today's knowledge is translated and shown in how new technologies such as autonomous VR-system can be used for pain reduction as part of a treatment. Finally, this book examines the ethical guidelines in healthcare and medicine that are associated with the rapid development of these technologies. This book will be useful for the healthcare industry, hospital administration, the health insurance industry, doctors, healthcare workers, business professionals, IT specialists, medical software designers, scientists, practitioners, researchers, academicians, and students looking for the latest information on the use of emerging technologies in healthcare settings.

Assistive Technologies for Assessment and Recovery of Neurological Impairments

Author : Stasolla, Fabrizio
Publisher : IGI Global
Page : 396 pages
File Size : 44,9 Mb
Release : 2021-10-22
Category : Medical
ISBN : 9781799874317

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Assistive Technologies for Assessment and Recovery of Neurological Impairments by Stasolla, Fabrizio Pdf

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.

Innovative Approaches for Nanobiotechnology in Healthcare Systems

Author : Amna, Touseef,Hassan, M. Shamshi
Publisher : IGI Global
Page : 424 pages
File Size : 53,5 Mb
Release : 2021-09-17
Category : Technology & Engineering
ISBN : 9781799882527

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Innovative Approaches for Nanobiotechnology in Healthcare Systems by Amna, Touseef,Hassan, M. Shamshi Pdf

Innovative and fusion technologies have shown an incredible ability to improve various aspects of society, such as healthcare systems. Nanobiotechnology is one such technology that is being applied to medical equipment and treatment approaches. Many pharmaceutical and medical companies have begun to count on medical nanotechnology due to its abundant applications and practical uses. Innovative Approaches for Nanobiotechnology in Healthcare Systems is a pivotal reference source that provides insights into a comprehensive collection of novel techniques used for the development of safe drugs using the available resources for diverse deadly diseases. This book discusses the various platforms of nanobiotechnology that are utilized in various fields. It is expected that bionanosytems will play a crucial role in the treatment of human diseases and the improvement of existing healthcare systems. This book is ideal for scientists, biotechnologists, microbiologists, medical professionals, entrepreneurs, policymakers, researchers, academicians, and students.

Emerging Advancements for Virtual and Augmented Reality in Healthcare

Author : Coelho, Luis Pinto,Queirós, Ricardo,Reis, Sara Seabra
Publisher : IGI Global
Page : 308 pages
File Size : 44,5 Mb
Release : 2021-12-10
Category : Computers
ISBN : 9781799883722

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Emerging Advancements for Virtual and Augmented Reality in Healthcare by Coelho, Luis Pinto,Queirós, Ricardo,Reis, Sara Seabra Pdf

Within the last few years, devices that are increasingly capable of offering an immersive experience close to reality have emerged. As devices decrease in size, the interest and application possibilities for them increase. In the healthcare sector, there is an enormous potential for virtual reality development, as this technology allows, on the one hand, the execution of operations or processes at a distance, decoupling realities; and on the other hand, it offers the possibility of simulation for training purposes, whenever there are contexts of risk to the patient or to the health professional. However, virtual reality devices and immersion in virtual environments still requires some improvement as complaints such as headaches and nausea are still common among users, and so continuous research and development is critical to progress the technology. Emerging Advancements for Virtual and Augmented Reality in Healthcare synthesizes the trends, best practices, methodologies, languages, and tools used to implement virtual reality and create a positive user experience while also discussing how to implement virtual reality into day-to-day work with a focus on healthcare professionals and related areas. The application possibilities and their impact are transversal to all areas of health and fields such as education, training, surgery, pain management, physical rehabilitation, stroke rehabilitation, phobia therapy, and telemedicine. Covering topics such as mental health treatment and virtual simulations, it is ideal for medical professionals, engineers, computer scientists, researchers, practitioners, managers, academicians, teachers, and students.

Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering

Author : Singh, Harjit Pal,Sharma, Anurag,Khullar, Vikas
Publisher : IGI Global
Page : 253 pages
File Size : 49,5 Mb
Release : 2022-01-07
Category : Science
ISBN : 9781799874348

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Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering by Singh, Harjit Pal,Sharma, Anurag,Khullar, Vikas Pdf

Each day, novel neuroscientific findings show that researchers are focusing on developing advanced smart hardware designs and intelligent computational models to imitate the human brain’s computational abilities. The advancements in smart materials provide a significant role in inventing intelligent bioelectronic device designs with smart features such as accuracy, low power consumption, and more. These advanced and intelligent computing models through machine and smart deep learning algorithms help to understand the information processing capabilities of the human brain with optimum accuracy. Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering highlights advanced computational models and hardware designs in neurology and integration of mathematical physical, biological, chemical, and engineering models to mimic brain functions; discovers new technological diagnosis techniques; and achieves high accuracy in learning models to better understand the functioning of the human brain. Providing rich information on brain-computer interfacing, gamification in children, and vestibular rehabilitation, this text acts as an essential resource for experts in electrophysiological studies, neurologists, neuro-physiotherapists, neuro-radiologists, intelligent system developers, bio-software and hardware developers, neuro database collectors, electro-physiologists, professors associated with neurology, psychiatrists, engineers, scientists, and students from academia and industry involved in interdisciplinary approaches to neurology.

Sleep Disorders and Sleep Deprivation

Author : Institute of Medicine,Board on Health Sciences Policy,Committee on Sleep Medicine and Research
Publisher : National Academies Press
Page : 425 pages
File Size : 40,7 Mb
Release : 2006-10-13
Category : Medical
ISBN : 9780309101110

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Sleep Disorders and Sleep Deprivation by Institute of Medicine,Board on Health Sciences Policy,Committee on Sleep Medicine and Research Pdf

Clinical practice related to sleep problems and sleep disorders has been expanding rapidly in the last few years, but scientific research is not keeping pace. Sleep apnea, insomnia, and restless legs syndrome are three examples of very common disorders for which we have little biological information. This new book cuts across a variety of medical disciplines such as neurology, pulmonology, pediatrics, internal medicine, psychiatry, psychology, otolaryngology, and nursing, as well as other medical practices with an interest in the management of sleep pathology. This area of research is not limited to very young and old patientsâ€"sleep disorders reach across all ages and ethnicities. Sleep Disorders and Sleep Deprivation presents a structured analysis that explores the following: Improving awareness among the general public and health care professionals. Increasing investment in interdisciplinary somnology and sleep medicine research training and mentoring activities. Validating and developing new and existing technologies for diagnosis and treatment. This book will be of interest to those looking to learn more about the enormous public health burden of sleep disorders and sleep deprivation and the strikingly limited capacity of the health care enterprise to identify and treat the majority of individuals suffering from sleep problems.

Management of Obstructive Sleep Apnea

Author : Ki Beom Kim,Reza Movahed,Raman K. Malhotra,Jeffrey J. Stanley
Publisher : Springer Nature
Page : 646 pages
File Size : 48,6 Mb
Release : 2021-01-04
Category : Medical
ISBN : 9783030541460

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Management of Obstructive Sleep Apnea by Ki Beom Kim,Reza Movahed,Raman K. Malhotra,Jeffrey J. Stanley Pdf

This book provides comprehensive information on the etiology, pathophysiology, medical implications, diagnosis, and surgical and nonsurgical treatment of obstructive sleep apnea (OSA). Divided into five parts, the book begins with principles and fundamentals of OSA and its diagnostic considerations. Subsequent parts then address non-surgical management, surgical management, and maxillomandibular advancements for OSA. Chapters seek to approach this common disorder from the viewpoint of multiple specialties, thereby promoting the development of a broad strategy for the evaluation and management of OSA patients that draws on each of them. An invaluable reference, Management of Obstructive Sleep Apnea: An Evidence-Based, Multidisciplinary Textbook meets the needs of advanced dental and medical students, orthodontic, maxillofacial, ENT, neurology, and plastic surgery residents, and sleep medicine and pulmonary physicians.​​

Sleep and Performance,An Issue of Sleep Medicine Clinics

Author : Anne Germain,Rachel R. Markwald
Publisher : Elsevier Health Sciences
Page : 129 pages
File Size : 55,9 Mb
Release : 2020-02-04
Category : Medical
ISBN : 9780323683616

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Sleep and Performance,An Issue of Sleep Medicine Clinics by Anne Germain,Rachel R. Markwald Pdf

This issue of Sleep Medicine Clinics, guest-edited by Drs. Rachel Markwald and Anne Germain, focuses on Sleep and Performance. This issue is one of four selected each year by series Consulting Editor, Dr. Teofilo Lee-Chiong. Articles include: Work productivity and sleep issues; Sleep apnea and performance; Sleep and athletic performance: the role of untreated sleep issues in sports; Early detection of sleep disorders in safety critical jobs; Insomnia and performance; Exercise for improving insomnia symptoms: implications on performance; Sleep and athletic performance: sleep and visuomotor performance; Brain stimulation for improving sleep and memory; Prevalence of sleep disorders in students and academic performance; PTSD/TBI, Sleep, and Military Operational Performance; New technology for measuring sleep and assessing sleep disorders: implications for public health and safety; and Use of hypnotic medications on learning and memory consolidation.

Artificial Intelligence in Medical Imaging

Author : Erik R. Ranschaert,Sergey Morozov,Paul R. Algra
Publisher : Springer
Page : 373 pages
File Size : 41,9 Mb
Release : 2019-01-29
Category : Medical
ISBN : 9783319948782

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Artificial Intelligence in Medical Imaging by Erik R. Ranschaert,Sergey Morozov,Paul R. Algra Pdf

This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implications for radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.

Circadian Rhythm Sleep-Wake Disorders

Author : R. Robert Auger
Publisher : Springer Nature
Page : 251 pages
File Size : 49,7 Mb
Release : 2020-05-26
Category : Medical
ISBN : 9783030438036

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Circadian Rhythm Sleep-Wake Disorders by R. Robert Auger Pdf

This book resolves to bridge the communication gap between research and clinical practice for circadian rhythm sleep-wake disorders. Beginning with a scientific background on biological timekeeping, opening chapters describe the crucial nature of maintaining delicate temporal organization of physiological and molecular events within the body. Following this are discussions on circadian physiology and methods of circadian assessments. Subsequent chapters then relay comprehensive information regarding the International Classification of Sleep Disorders-defined circadian rhythm sleep-wake disorders (CRSWDs), specifically discussing etiology and epidemiology, but focusing on evidence-based treatment data. Concluding discussions provide guidance for the application of light therapy and discuss future roles for optimized lighting environments. Nuanced and market-demanded, Circadian Rhythm Sleep-Wake Disorders: An Evidence-Based Guide for Clinicians and Investigators is an invaluable resource for Sleep Medicine clinicians, circadian researchers, and other interested parties.