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Development and performance of a sleep estimation algorithm using a single accelerometer placed on the thigh: an evaluation against polysomnography
16 references·0 citing·45 second hopsampled
Development and performance of a sleep estimation algorithm using a single accelerometer placed on the thigh: an evaluation against polysomnography (2022)Development and performance of a sleep es…Performance of seven consumer sleep-tracking devices compared with polysomnography (2020)Performance of seven consumer…Agreement between actigraphic and polysomnographic measures of sleep in adults with and without chronic conditions: A systematic review and meta-analysis (2019)Agreement between actigraphic…A survey on sleep assessment methods (2018)A survey on sleep assessment …Software thresholds alter the bias of actigraphy for monitoring sleep in team-sport athletes (2017)Software thresholds alter the…Comparisons of Portable Sleep Monitors of Different Modalities: Potential as Naturalistic Sleep Recorders (2016)Comparisons of Portable Sleep…Comparison of Self-Reported Sleep Duration With Actigraphy: Results From the Hispanic Community Health Study/Study of Latinos Sueño Ancillary Study (2016)Comparison of Self-Reported S…The validity of activity monitors for measuring sleep in elite athletes (2015)The validity of activity moni…Assessing sleep using hip and wrist actigraphy (2015)Assessing sleep using hip and…Alternatives to polysomnography (PSG): A validation of wrist actigraphy and a partial-PSG system (2014)Alternatives to polysomnograp…Agreement of different methods for assessing sleep characteristics: a comparison of two actigraphs, wrist and hip placement, and self-report with polysomnography (2014)Agreement of different method…Movement toward a novel activity monitoring device (2011)Movement toward a novel activ…Comparison of Motionlogger Watch and Actiwatch actigraphs to polysomnography for sleep/wake estimation in healthy young adults (2011)Comparison of Motionlogger Wa…Wake Detection Capacity of Actigraphy During Sleep (2007)Wake Detection Capacity of Ac…Further Validation of Actigraphy for Sleep Studies (2003)Further Validation of Actigra…Measuring agreement in method comparison studies (1999)Measuring agreement in method…Automatic Sleep/Wake Identification From Wrist Activity (1992)Automatic Sleep/Wake Identifi…A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects (1969)Diagnostic and Statistical Manual of Mental Disorders (DSM-III-R) (1987)Actigraphic Home-Monitoring Sleep-Disturbed and Control Infants and Young Children: A New Method for Pediatric Assessment of Sleep-Wake Patterns (1991)Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients (2001)Measuring Sleep: Accuracy, Sensitivity, and Specificity of Wrist Actigraphy Compared to Polysomnography (2013)A manual for standardized terminology, techniques and scoring system for sleep stages in human subjects (1968)The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research (1989)Comparing methods of measurement: why plotting difference against standard method is misleading (1995)Self-Reported and Measured Sleep Duration (2008)The role and validity of actigraphy in sleep medicine: An update (2011)STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT (1986)The Role of Actigraphy in the Study of Sleep and Circadian Rhythms (2003)The American Academy of Sleep Medicine (AASM) Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications (2007)Joint Consensus Statement of the American Academy of Sleep Medicine and Sleep Research Society on the Recommended Amount of Sleep for a Healthy Adult: Methodology and Discussion (2015)Joint Consensus Statement of the American Academy of Sleep Medicine and Sleep Research Society on the Recommended Amount of Sleep for a Healthy Adult: Methodology and Discussion (2015)Use of Actigraphy for the Evaluation of Sleep Disorders and Circadian Rhythm Sleep-Wake Disorders: An American Academy of Sleep Medicine Systematic Review, Meta-Analysis, and GRADE Assessment (2018)Measurement in Medicine: The Analysis of Method Comparison Studies (1983)Practice Parameters for the Use of Actigraphy in the Assessment of Sleep and Sleep Disorders: An Update for 2007 (2007)The SBSM Guide to Actigraphy Monitoring: Clinical and Research Applications (2015)Wearable Sleep Technology in Clinical and Research Settings (2019)Statistical methods for assessing agreement between two methods of clinical measurement (2010)Wrist Actigraphy (2011)The CES-D Scale (1977)A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale (1991)Validation of the Insomnia Severity Index as an outcome measure for insomnia research (2001)Long sleep duration and health outcomes: A systematic review, meta-analysis and meta-regression (2017)Self‐Reported Sleep Duration and Quality and Cardiovascular Disease and Mortality: A Dose‐Response Meta‐Analysis (2018)Sleeping hours: what is the ideal number and how does age impact this? (2018)International Classification of Sleep Disorders-Third Edition (2014)The Meaning of Sleep Quality: A Survey of Available Technologies (2019)The effect of yoga on sleep quality and insomnia in women with sleep problems: a systematic review and meta-analysis (2020)Comparing polysomnography, actigraphy, and sleep diary in the home environment: The Study of Women’s Health Across the Nation (SWAN) Sleep Study (2022)Measuring inconsistency in meta-analyses (2003)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Automatic sleep staging using heart rate variability, body movements, and recurrent neural networks in a sleep disordered population (2020)Digital health tools for the passive monitoring of depression: a systematic review of methods (2022)Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review (2024)Akufo and Ibarapa (1965)Insomnia (2022)State of the science and recommendations for using wearable technology in sleep and circadian research (2023)Sleep patterns and risk of chronic disease as measured by long-term monitoring with commercial wearable devices in the All of Us Research Program (2024)Agreement Between Methods of Measurement with Multiple Observations Per Individual (2007)Guidelines for Reporting Reliability and Agreement Studies (GRRAS) were proposed (2010)Understanding Bland Altman analysis (2015)
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References

  • 1999Measuring agreement in method comparison studies9,616 cited
  • 1992Automatic Sleep/Wake Identification From Wrist Activity1,945 cited
  • 2003Further Validation of Actigraphy for Sleep Studies598 cited
  • 2020Performance of seven consumer sleep-tracking devices compared with polysomnography469 cited
  • 2007Wake Detection Capacity of Actigraphy During Sleep361 cited
  • 2018A survey on sleep assessment methods352 cited
  • 2011Movement toward a novel activity monitoring device301 cited
  • 2016Comparison of Self-Reported Sleep Duration With Actigraphy: Results From the Hispanic Community Health Study/Study of Latinos Sueño Ancillary Study246 cited
  • 2014Agreement of different methods for assessing sleep characteristics: a comparison of two actigraphs, wrist and hip placement, and self-report with polysomnography232 cited
  • 2019Agreement between actigraphic and polysomnographic measures of sleep in adults with and without chronic conditions: A systematic review and meta-analysis173 cited
  • 2015The validity of activity monitors for measuring sleep in elite athletes167 cited
  • 2014Alternatives to polysomnography (PSG): A validation of wrist actigraphy and a partial-PSG system160 cited
  • 2015Assessing sleep using hip and wrist actigraphy157 cited
  • 2011Comparison of Motionlogger Watch and Actiwatch actigraphs to polysomnography for sleep/wake estimation in healthy young adults

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99 cited
  • 2016Comparisons of Portable Sleep Monitors of Different Modalities: Potential as Naturalistic Sleep Recorders55 cited
  • 2017Software thresholds alter the bias of actigraphy for monitoring sleep in team-sport athletes55 cited
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