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Beyond traditional sleep scoring: Massive feature extraction and data-driven clustering of sleep time series
15 references·0 citing·41 second hop
Beyond traditional sleep scoring: Massive feature extraction and data-driven clustering of sleep time series (2022)Beyond traditional sleep scoring: Massive…Electroencephalographic changes associated with subjective under- and overestimation of sleep duration (2020)Electroencephalographic chang…Revisiting the value of polysomnographic data in insomnia: more than meets the eye (2019)Revisiting the value of polys…Pre-sleep cognitive activity in adults: A systematic review (2019)Pre-sleep cognitive activity …Sleep Stage Transition Dynamics Reveal Specific Stage 2 Vulnerability in Insomnia (2017)Sleep Stage Transition Dynami…When a gold standard isn’t so golden: Lack of prediction of subjective sleep quality from sleep polysomnography (2016)When a gold standard isn’t so…Scaling Up Scientific Discovery in Sleep Medicine: The National Sleep Research Resource (2016)Scaling Up Scientific Discove…The American Academy of Sleep Medicine Inter-scorer Reliability Program: Sleep Stage Scoring (2013)The American Academy of Sleep…(Mis)perception of sleep in insomnia: A puzzle and a resolution. (2011)(Mis)perception of sleep in i…Commentary from the Italian Association of Sleep Medicine on the AASM manual for the scoring of sleep and associated events: For debate and discussion (2009)Commentary from the Italian A…Rethinking Sleep Analysis (2008)Rethinking Sleep AnalysisThe Visual Scoring of Sleep in Adults (2007)The Visual Scoring of Sleep i…Effects of the Home Environment on School-Aged Children's Sleep (2005)Effects of the Home Environme…The Effect of Sleep Fragmentation on Daytime Function (2002)The Effect of Sleep Fragmenta…Limitations of Rechtschaffen and Kales (2000)Limitations of Rechtschaffen …A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects. (1969)A Manual of Standardized Term…A manual for standardized terminology, techniques and scoring system for sleep stages in human subjects (1968)Cognitive Therapy and the Emotional Disorders (1975)Content Analysis: An Introduction to its Methodology. 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(2011)Acculturation and Sleep among a Multiethnic Sample of Women: The Study of Women's Health Across the Nation (SWAN) (2014)The American Academy of Sleep Medicine (AASM) Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications (2007)Effect of wearables on sleep in healthy individuals: a randomized crossover trial and validation study (2020)The future of sleep health: a data-driven revolution in sleep science and medicine (2020)Interrater reliability of sleep stage scoring: a meta-analysis (2021)Potentiality of Big Data in the Medical Sector: Focus on How to Reshape the Healthcare System (2013)Challenges of Big Data analysis (2014)The National Institutes of Health's Big Data to Knowledge (BD2K) initiative: capitalizing on biomedical big data (2014)Validation of the Sleep Regularity Index in Older Adults and Associations with Cardiometabolic Risk (2018)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale (1991)A Review of Approaches for Sleep Quality Analysis (2019)Which Is More Important for Health: Sleep Quantity or Sleep Quality? (2021)A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects (1969)The Measurement of Observer Agreement for Categorical Data (1977)Interrater reliability for sleep scoring according to the Rechtschaffen & Kales and the new AASM standard (2009)Does Elite Sport Degrade Sleep Quality? A Systematic Review (2016)Empirical validation of the Insomnia Severity Index in cancer patients (2004)Neurobehavioral Dynamics Following Chronic Sleep Restriction: Dose-Response Effects of One Night for Recovery (2010)III. 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References

  • 2007The Visual Scoring of Sleep in Adults1,063 cited
  • 1969A Manual of Standardized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects.801 cited
  • 2011(Mis)perception of sleep in insomnia: A puzzle and a resolution.529 cited
  • 2013The American Academy of Sleep Medicine Inter-scorer Reliability Program: Sleep Stage Scoring456 cited
  • 2016Scaling Up Scientific Discovery in Sleep Medicine: The National Sleep Research Resource311 cited
  • 2002The Effect of Sleep Fragmentation on Daytime Function266 cited
  • 2016When a gold standard isn’t so golden: Lack of prediction of subjective sleep quality from sleep polysomnography208 cited
  • 2000Limitations of Rechtschaffen and Kales173 cited
  • 2008Rethinking Sleep Analysis166 cited
  • 2005Effects of the Home Environment on School-Aged Children's Sleep96 cited
  • 2019Revisiting the value of polysomnographic data in insomnia: more than meets the eye94 cited
  • 2017Sleep Stage Transition Dynamics Reveal Specific Stage 2 Vulnerability in Insomnia90 cited
  • 2020Electroencephalographic changes associated with subjective under- and overestimation of sleep duration81 cited
  • 2009Commentary from the Italian Association of Sleep Medicine on the AASM manual for the scoring of sleep and associated events: For debate and discussion59 cited

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  • 2019Pre-sleep cognitive activity in adults: A systematic review57 cited
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