Advancing the Investigation and Treatment of Sleep Disorders Using AI

portrayal investigations of ordinary and pathological designs are regularly important for clinical errands in which ML has accomplished the most encouraging outcomes. Each ML calculation can be categorized as one of the two principle ...

Author: Kumar, M. Rajesh

Publisher: IGI Global

ISBN: 9781799880196

Category: Health & Fitness

Page: 290

View: 185

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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.

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