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Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach
16 references·0 citing·43 second hop
Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach (2019)Personalized Sleep Parameters Estimation …Actigraphy-based sleep estimation in adolescents and adults: a comparison with polysomnography using two scoring algorithms (2018)Actigraphy-based sleep estima…Short- and long-term health consequences of sleep disruption (2017)Short- and long-term health c…Circadian misalignment increases cardiovascular disease risk factors in humans (2016)Circadian misalignment increa…Measuring Sleep: Accuracy, Sensitivity, and Specificity of Wrist Actigraphy Compared to Polysomnography (2013)Measuring Sleep: Accuracy, Se…Association between sleep disorders, obesity, and exercise: a review (2013)Association between sleep dis…The role and validity of actigraphy in sleep medicine: An update (2011)The role and validity of acti…Sleep Restriction for 1 Week Reduces Insulin Sensitivity in Healthy Men (2010)Sleep Restriction for 1 Week …Sleep Duration and All-Cause Mortality: A Systematic Review and Meta-Analysis of Prospective Studies (2010)Sleep Duration and All-Cause …Practice Parameters for the Use of Actigraphy in the Assessment of Sleep and Sleep Disorders: An Update for 2007 (2007)Practice Parameters for the U…Further Validation of Actigraphy for Sleep Studies (2003)Further Validation of Actigra…Sleep estimation from wrist movement quantified by different actigraphic modalities (2001)Sleep estimation from wrist m…Sleep detection with an accelerometer actigraph: comparisons with polysomnography (2001)Sleep detection with an accel…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Decision-Theoretic Generali…Activity-Based Sleep-Wake Identification: An Empirical Test of Methodological Issues (1994)Activity-Based Sleep-Wake Ide…Automatic Sleep/Wake Identification From Wrist Activity (1992)Automatic Sleep/Wake Identifi…Wrist-Actigraphic Estimation of Sleep Time (1980)Wrist-Actigraphic Estimation …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)Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients (2001)A Novel, Open Access Method to Assess Sleep Duration Using a Wrist-Worn Accelerometer (2015)The Role of Actigraphy in the Study of Sleep and Circadian Rhythms (2003)Use of actigraphy for assessment in pediatric sleep research (2012)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)Systematic review of the relationships between sleep duration and health indicators in school-aged children and youth (2016)A manual for standardized terminology, techniques and scoring system for sleep stages in human subjects (1968)Measuring agreement in method comparison studies (1999)Comparison between an African town and a neighbouring village shows delayed, but not decreased, sleep during the early stages of urbanisation (2017)Wearable Sleep Technology in Clinical and Research Settings (2019)Brain mechanisms of insomnia: new perspectives on causes and consequences (2020)Bias in meta-analysis detected by a simple, graphical test (1997)The feasibility of creating a checklist for the assessment of the methodological quality both of randomised and non-randomised studies of health care interventions. 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References

  • 1997A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting20,469 cited
  • 2010Sleep Duration and All-Cause Mortality: A Systematic Review and Meta-Analysis of Prospective Studies2,221 cited
  • 1992Automatic Sleep/Wake Identification From Wrist Activity1,945 cited
  • 2017Short- and long-term health consequences of sleep disruption1,773 cited
  • 1994Activity-Based Sleep-Wake Identification: An Empirical Test of Methodological Issues1,485 cited
  • 2011The role and validity of actigraphy in sleep medicine: An update1,412 cited
  • 2007Practice Parameters for the Use of Actigraphy in the Assessment of Sleep and Sleep Disorders: An Update for 20071,142 cited
  • 2013Measuring Sleep: Accuracy, Sensitivity, and Specificity of Wrist Actigraphy Compared to Polysomnography1,052 cited
  • 2016Circadian misalignment increases cardiovascular disease risk factors in humans689 cited
  • 2010Sleep Restriction for 1 Week Reduces Insulin Sensitivity in Healthy Men602 cited
  • 2003Further Validation of Actigraphy for Sleep Studies587 cited
  • 2001Sleep estimation from wrist movement quantified by different actigraphic modalities302 cited
  • 2018Actigraphy-based sleep estimation in adolescents and adults: a comparison with polysomnography using two scoring algorithms298 cited
  • 2001Sleep detection with an accelerometer actigraph: comparisons with polysomnography

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267 cited
  • 1980Wrist-Actigraphic Estimation of Sleep Time242 cited
  • 2013Association between sleep disorders, obesity, and exercise: a review241 cited
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