Handbook of AI and Data Sciences for Sleep Disorders PDF Download

Author: Richard B. Berry
Publisher: Springer
ISBN: 9783031682629
Category : Mathematics
Languages : en
Pages : 0

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Book Description
The rise of lifestyle changes resulting from constant connectivity, irregular work schedules, heightened stress, and disruptive sleep patterns, have contributed to increasing insomnia rates. Exacerbated by the COVID-19 pandemic, sleep disorders are more prevalent than ever. This handbook offers a comprehensive exploration of the fusion of Artificial Intelligence (AI) and data science within the realm of sleep disorders, presenting innovative approaches to diagnosis, treatment, and personalized care. The interdisciplinary nature of this handbook fosters collaboration between experts from diverse fields, including computer science, engineering, neuroscience, medicine, public health, AI, data science, and sleep medicine. Each chapter delves into specific aspects of sleep disorder analysis, innovative methodologies, novel insights, and real-world applications that showcase the transformative potential of AI and data science in sleep medicine, from analyzing sleep patterns and predicting disorder risk factors to utilizing big data analytics for large-scale epidemiological studies. This handbook hopes to offer a comprehensive resource for researchers, clinicians, and policymakers striving to address the challenges in sleep medicine.

Author: Kumar, M. Rajesh
Publisher: IGI Global
ISBN: 1799880192
Category : Health & Fitness
Languages : en
Pages : 290

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Book Description
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.

Author: Henri Korkalainen
Publisher: Frontiers Media SA
ISBN: 2832545149
Category : Science
Languages : en
Pages : 234

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Book Description
Sleep-disordered breathing, ranging from habitual snoring to severe obstructive sleep apnea, is highly prevalent and represents a growing global healthcare burden. Besides disrupting sleep, sleep-disordered breathing leads to detrimental outcomes such as excessive daytime sleepiness, neurocognitive impairment, and increased cardiometabolic morbidities. The gold standard diagnostic procedures (e.g., in-lab polysomnography) are cumbersome and standard parameters derived from sleep studies often yield poor long-term prognostic value. Hence, there is a need for innovative diagnostic technologies and novel sleep metrics to enable simple diagnosis and tailored disease management.

Author: Teofilo L. Lee-Chiong
Publisher: John Wiley & Sons
ISBN: 0471751715
Category : Medical
Languages : en
Pages : 1132

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Book Description
A unique resource on sleep medicine Written by contemporary experts from around the world, Sleep: A Comprehensive Handbook covers the entire field of sleep medicine. Taking a novel approach, the text features both syndrome- and patient-oriented coverage, making it ideally suited for both clinical use and academic study. Sleep: A Comprehensive Handbook begins with a brief introduction to the basic science of sleep, from neurobiology to physiologic processes. This leads into sections offering comprehensive coverage of insomnia, sleep apnea, narcolepsy, parasomnias, movement disorders, and much more. Sleep and related disorders are also discussed, followed by chapters on considerations for special patient groups. Special materials for practitioners include a sample interview and questionnaire as well as a chapter on operating and managing a sleep center. The text concludes with discussions of sleep assessment methods such as polysomnography, actigraphy, and video EEG monitoring. With full coverage of over 100 key topics in sleep medicine, Sleep: A Comprehensive Handbook offers the most practical, thorough, yet handy resource available on adult and pediatric sleep medicine. Praise from the reviews: "...no other publication in the field can begin to compare with the breadth or depth of the 'Handbook'...I cannot imagine a functioning sleep disorders clinic without at least one copy on standby as a ready reference." PscyCRITIQUES "Sleep: A Comprehensive Handbook is a first-rate textbook with concise, up-to-date information covering a wide range of subjects pertinent to the practice of sleep medicine." DOODY'S HEALTH SERVICES

Author:
Publisher: Academic Press
ISBN: 0128137444
Category : Science
Languages : en
Pages : 756

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Book Description
Handbook of Sleep Research, Volume 30, provides a comprehensive review of the current status of the neuroscience of sleep research. It begins with an overview of the neural, hormonal and genetic mechanisms of sleep and wake regulation before outlining the various proposed functions of sleep and the role it plays in plasticity, and in learning and memory. Finally, the book discusses disorders of sleep and waking, covering both lifestyle factors that cause disrupted sleep and psychiatric and neurological conditions that contribute to disorders. Emphasizes a comparative and multidisciplinary approach to the topic of sleep Covers the neurobiology and physiology of sleep stages, mechanisms of waking, and dreaming Discusses in detail the proposed functions of sleep, from health and rest, to memory consolidation and synaptic plasticity Examines the current state of research in mammalian and non-mammalian species, ranging from primates to invertebrates

Author: Josee Savard
Publisher: Academic Press
ISBN: 0128130156
Category : Science
Languages : en
Pages : 472

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Book Description
Handbook of Sleep Disorders in Medical Conditions reviews the current knowledge on the nature and manifestations of sleep disorders associated with a variety of common medical conditions, including epilepsy, traumatic brain injury and dementia. It also provides clinical guidelines on how to assess and treat them with pharmacological and non-pharmacological interventions. Although the general principles of sleep medicine may be applied to some extent to patients with comorbid medical conditions, this book makes the case that an adaptive approach is warranted when considering the particularities of each condition. In addition, clinicians must also be cautious when prescribing sleep medications as some pharmacological agents are known to exacerbate symptoms associated with the medical condition, such as cognitive deficits (i.e. difficulties with memory and attention) in cancer patients experiencing chemo brain, or in persons with neurologic conditions (e.g. mild cognitive impairment, dementia, stroke, brain injury). A differential approach to evaluating and treating sleep is thus warranted. Presents a general overview on assessing and treating sleep disorders that are applicable to a diverse set of patients Provides a comprehensive, up-to-date review of the literature on the prevalence and manifestations of sleep problems related to specific medical conditions Includes practical information regarding special considerations for the assessment and treatment of sleep issues in specific medical conditions

Author: Katherine Munro
Publisher:
ISBN: 9781569904381
Category :
Languages : en
Pages : 0

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Book Description

Author: Markus Dirk Dubber
Publisher: Oxford Handbooks
ISBN: 019006739X
Category : Business & Economics
Languages : en
Pages : 896

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Book Description
This interdisciplinary and international handbook captures and shapes much needed reflection on normative frameworks for the production, application, and use of artificial intelligence in all spheres of individual, commercial, social, and public life.

Author: Evgeny Pashentsev
Publisher: Springer Nature
ISBN: 303122552X
Category : Political Science
Languages : en
Pages : 711

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Book Description
This handbook focuses on new threats to psychological security that are posed by the malicious use of AI and how it can be used to counteract such threats. Studies on the malicious use of AI through deepfakes, agenda setting, sentiment analysis and affective computing and so forth, provide a visual representation of the various forms and methods of malicious influence on the human psyche, and through this on the political, economic, cultural processes, the activities of state and non-state institutions. Separate chapters examine the malicious use of AI in geopolitical confrontation, political campaigns, strategic deception, damage to corporate reputation, and activities of extremist and terrorist organizations. This is a unique volume that brings together a multidisciplinary range of established scholars and upcoming new researchers from 11 countries. This handbook is an invaluable resource for students, researchers, and professionals interested in this new and developing field of social practice and knowledge.

Author: Charles M. Morin
Publisher: OUP USA
ISBN: 019537620X
Category : Health & Fitness
Languages : en
Pages : 913

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Book Description
A great deal of progress has been made in the characterization assessment and treatment of sleep disorders in recent years. Detailing the functions of sleep and its effect on cognition and development, this book offers a comprehensive, practical approach to the evaluation and treatment of patients with sleep disorders.