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Algorithms for sleep–wake identification using actigraphy: a comparative study and new results

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References

1968A manual for standardized terminology, techniques and scoring system for sleep stages in human subjects11,772 cited
2003The Role of Actigraphy in the Study of Sleep and Circadian Rhythms2,752 cited
1992Automatic Sleep/Wake Identification From Wrist Activity1,945 cited
1994Activity-Based Sleep-Wake Identification: An Empirical Test of Methodological Issues1,485 cited
2007Practice Parameters for the Use of Actigraphy in the Assessment of Sleep and Sleep Disorders: An Update for 20071,142 cited
2001Principles and practice of sleep medicine1,036 cited
2003Practice Parameters for the Role of Actigraphy in the Study of Sleep and Circadian Rhythms: An Update for 2002691 cited
2006The Effects of Coffee and Napping on Nighttime Highway Driving650 cited
2003Further Validation of Actigraphy for Sleep Studies587 cited
2001Sleep estimation from wrist movement quantified by different actigraphic modalities302 cited
1982An Activity-Based Sleep Monitor System for Ambulatory Use278 cited
1995Activity-based assessment of sleep-wake patterns during the 1st year of life246 cited
1996Determination of Sleep and Wakefulness With the Actigraph Data Analysis Software (ADAS)170 cited
1995Practice Parameters for the Use of Actigraphy in the Clinical Assessment of Sleep Disorders

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163 cited

2005Actigraphy Correctly Predicts Sleep Behavior in Infants Who Are Younger than Six Months, When Compared with Polysomnography151 cited

2007The use of actigraphy for assessment of the development of sleep/wake patterns in infants during the first 12 months of life133 cited

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2019Benchmark on a large cohort for sleep-wake classification with machine learning techniques104 cited
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2019Validity, potential clinical utility, and comparison of consumer and research‐grade activity trackers in Insomnia Disorder I: In‐lab validation against polysomnography85 cited
2010Sleep assessments in healthy school-aged children using actigraphy: concordance with polysomnography75 cited
2016Development and Evaluation of a Wearable Device for Sleep Quality Assessment69 cited
2019Validity of Actigraphy Compared to Polysomnography for Sleep Assessment in Children With Autism Spectrum Disorder63 cited
2020A novel machine learning unsupervised algorithm for sleep/wake identification using actigraphy61 cited
2016The convergent validity of Actiwatch 2 and ActiGraph Link accelerometers in measuring total sleeping period, wake after sleep onset, and sleep efficiency in free-living condition60 cited
2020An algorithm for actigraphy-based sleep/wake scoring: Comparison with polysomnography54 cited
2014Actigraphy and Sleep Diary Measurements in Breast Cancer Survivors: Discrepancy in Selected Sleep Parameters53 cited
2019Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach50 cited
2017Performance comparison between wrist and chest actigraphy in combination with heart rate variability for sleep classification48 cited
2011Sleep Monitoring: A Comparison Between Three Wearable Instruments42 cited
2019Validity, potential clinical utility and comparison of a consumer activity tracker and a research‐grade activity tracker in insomnia disorder II: Outside the laboratory42 cited
2019Actimetry in infant sleep research: an approach to facilitate comparability40 cited
2018Electrodermal activity patterns in sleep stages and their utility for sleep versus wake classification37 cited