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Advancing the Investigation and Treatment of Sleep Disorders Using AI

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Title: Advancing the Investigation and Treatment of Sleep Disorders Using AI
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.
Authors: M. Rajesh Kumar, Ranjeet Kumar, D. Vaithiyanathan
Resource Type: eBook.
Subjects: Artificial intelligence--Medical applications, Artificial intelligence, Sleep disorders--Diagnosis, Sleep disorders--Treatment
Categories: HEALTH & FITNESS / Sleep, MEDICAL / Allied Health Services / Medical Technology, MEDICAL / Diagnosis
Database: eBook Collection (EBSCOhost)
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  – Type: ebook-epub
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  Availability: 0
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DbLabel: eBook Collection (EBSCOhost)
An: 2985653
RelevancyScore: 1103
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1103.19409179688
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  Data: Advancing the Investigation and Treatment of Sleep Disorders Using AI
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  Data: 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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RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 616.84980028563
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Artificial intelligence--Medical applications
        Type: general
      – SubjectFull: Artificial intelligence
        Type: general
      – SubjectFull: Sleep disorders--Diagnosis
        Type: general
      – SubjectFull: Sleep disorders--Treatment
        Type: general
    Titles:
      – TitleFull: Advancing the Investigation and Treatment of Sleep Disorders Using AI
        Type: main
  BibRelationships:
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      – PersonEntity:
          Name:
            NameFull: M. Rajesh Kumar
      – PersonEntity:
          Name:
            NameFull: Ranjeet Kumar
      – PersonEntity:
          Name:
            NameFull: D. Vaithiyanathan
      – PersonEntity:
          Name:
            NameFull: M. Rajesh Kumar
      – PersonEntity:
          Name:
            NameFull: Ranjeet Kumar
      – PersonEntity:
          Name:
            NameFull: D. Vaithiyanathan
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2021
            – D: 31
              M: 07
              Type: profile
              Y: 2021
          Identifiers:
            – Type: isbn-print
              Value: 9781799880189
            – Type: isbn-electronic
              Value: 9781799880196
            – Type: isbn-electronic
              Value: 9781799880202
          Titles:
            – TitleFull: Advancing the Investigation and Treatment of Sleep Disorders Using AI
              Type: main
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