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Chronobiology International
The Journal of Biological and Medical Rhythm Research
Volume 36, 2019 - Issue 7
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Original Articles

Accuracy of PurePulse photoplethysmography technology of Fitbit Charge 2 for assessment of heart rate during sleep

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Pages 927-933 | Received 30 Oct 2018, Accepted 16 Mar 2019, Published online: 16 Apr 2019

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (7)

Davide Benedetti, Umberto Olcese, Simone Bruno, Marta Barsotti, Michelangelo Maestri Tassoni, Enrica Bonanni, Gabriele Siciliano & Ugo Faraguna. (2022) Obstructive Sleep Apnoea Syndrome Screening Through Wrist-Worn Smartbands: A Machine-Learning Approach. Nature and Science of Sleep 14, pages 941-956.
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Yu Kawasaki, Takatoshi Kasai, Yuko Sakurama, Akiko Sekiguchi, Eri Kitamura, Itsuki Midorikawa, Nanako Shiroshita, Fusae Kawana, Etsuko Ogasawara, Mari Kitade, Natsue Koikawa & Takao Matsuda. (2022) Evaluation of Sleep Parameters and Sleep Staging (Slow Wave Sleep) in Athletes by Fitbit Alta HR, a Consumer Sleep Tracking Device. Nature and Science of Sleep 14, pages 819-827.
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Luca Menghini, Dilara Yuksel, Aimee Goldstone, Fiona C. Baker & Massimiliano de Zambotti. (2021) Performance of Fitbit Charge 3 against polysomnography in measuring sleep in adolescent boys and girls. Chronobiology International 38:7, pages 1010-1022.
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Yanan Zhang, R. Glenn Weaver, Bridget Armstrong, Sarah Burkart, Shuxin Zhang & Michael W. Beets. (2020) Validity of Wrist-Worn photoplethysmography devices to measure heart rate: A systematic review and meta-analysis. Journal of Sports Sciences 38:17, pages 2021-2034.
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Michael H. Smolensky, Shahab Haghayegh, Sepideh Khoshnevis & Kenneth R. Diller. (2020) Does before-bedtime body warming by bathing or other means attenuate sleep-time arterial blood pressure?. Chronobiology International 37:1, pages 146-149.
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Shahab Haghayegh, Sepideh Khoshnevis, Michael H. Smolensky, Kenneth R. Diller & Richard J. Castriotta. (2020) Performance assessment of new-generation Fitbit technology in deriving sleep parameters and stages. Chronobiology International 37:1, pages 47-59.
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Shahab Haghayegh, Sepideh Khoshnevis, Michael H. Smolensky, Kenneth R. Diller & Richard J. Castriotta. (2019) Performance comparison of different interpretative algorithms utilized to derive sleep parameters from wrist actigraphy data. Chronobiology International 36:12, pages 1752-1760.
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Articles from other publishers (31)

Lauren Lederer, Amanda Breton, Hayoung Jeong, Hiral Master, Ali R Roghanizad & Jessilyn Dunn. (2023) The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program. JMIR mHealth and uHealth 11, pages e45103-e45103.
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Guodong Liu, Yuyang Zhang, Wei Zhang, Xu Wu, Hui Jiang & Xiansheng Zhang. (2023) Validation of the relationship between rapid eye movement sleep and sleep‐related erections in healthy adults by a feasible instrument Fitbit Charge2. Andrology.
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Cathy Speed, Thomas Arneil, Robert Harle, Alex Wilson, Alan Karthikesalingam, Michael McConnell & Justin Phillips. (2023) Measure by measure: Resting heart rate across the 24-hour cycle. PLOS Digital Health 2:4, pages e0000236.
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Crystal Modde Epstein & Thomas P. McCoy. (2023) Linking Electronic Health Records With Wearable Technology From the All of Us Research Program. Journal of Obstetric, Gynecologic & Neonatal Nursing 52:2, pages 139-149.
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Fatma Hilal Yagin, Özgür Eken, Ramazan Bayer, Vaclav Salcman, Tomasz Gabrys, Hürmüz Koç, Burak Yagin & İsmihan Eken. (2022) A Thirty-Minute Nap Enhances Performance in Running-Based Anaerobic Sprint Tests during and after Ramadan Observance. International Journal of Environmental Research and Public Health 19:22, pages 14699.
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Mallory Avery, Osea Giuntella & Peiran Jiao. (2022) Why Don't We Sleep Enough? A Field Experiment Among College Students. SSRN Electronic Journal.
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Davide Benedetti, Umberto Olcese, Paolo Frumento, Andrea Bazzani, Simone Bruno, Paola d’Ascanio, Michelangelo Maestri, Enrica Bonanni & Ugo Faraguna. (2021) Heart rate detection by Fitbit ChargeHR ™ : A validation study versus portable polysomnography . Journal of Sleep Research 30:6.
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Benjamin Stucky, Ian Clark, Yasmine Azza, Walter Karlen, Peter Achermann, Birgit Kleim & Hans-Peter Landolt. (2021) Validation of Fitbit Charge 2 Sleep and Heart Rate Estimates Against Polysomnographic Measures in Shift Workers: Naturalistic Study. Journal of Medical Internet Research 23:10, pages e26476.
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Philippa J. Karoly, Rachel E. Stirling, Dean R. Freestone, Ewan S. Nurse, Matias I. Maturana, Amy J. Halliday, Andrew Neal, Nicholas M. Gregg, Benjamin H. Brinkmann, Mark P. Richardson, Andre La Gerche, David B. Grayden, Wendyl D'Souza & Mark J. Cook. (2021) Multiday cycles of heart rate are associated with seizure likelihood: An observational cohort study. eBioMedicine 72, pages 103619.
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Lauren E. Rentz, Hana K. Ulman & Scott M. Galster. (2021) Deconstructing Commercial Wearable Technology: Contributions toward Accurate and Free-Living Monitoring of Sleep. Sensors 21:15, pages 5071.
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Rachel E. Stirling, David B. Grayden, Wendyl D'Souza, Mark J. Cook, Ewan Nurse, Dean R. Freestone, Daniel E. Payne, Benjamin H. Brinkmann, Tal Pal Attia, Pedro F. Viana, Mark P. Richardson & Philippa J. Karoly. (2021) Forecasting Seizure Likelihood With Wearable Technology. Frontiers in Neurology 12.
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Clint Bellenger, Dean Miller, Shona Halson, Gregory Roach & Charli Sargent. (2021) Wrist-Based Photoplethysmography Assessment of Heart Rate and Heart Rate Variability: Validation of WHOOP. Sensors 21:10, pages 3571.
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Sora Baek, Yuncheol Ha & Hee‐won Park. (2020) Accuracy of Wearable Devices for Measuring Heart Rate During Conventional and Nordic Walking. PM&R 13:4, pages 379-386.
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David Joseph Muggeridge, Kirsty Hickson, Aimie Victoria Davies, Oonagh M Giggins, Ian L Megson, Trish Gorely & Daniel R Crabtree. (2021) Measurement of Heart Rate Using the Polar OH1 and Fitbit Charge 3 Wearable Devices in Healthy Adults During Light, Moderate, Vigorous, and Sprint-Based Exercise: Validation Study. JMIR mHealth and uHealth 9:3, pages e25313.
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Negin Nazarian, Sijie Liu, Manon Kohler, Jason K W Lee, Clayton Miller, Winston T L Chow, Sharifah Badriyah Alhadad, Alberto Martilli, Matias Quintana, Lindsey Sunden & Leslie K Norford. (2021) Project Coolbit: can your watch predict heat stress and thermal comfort sensation?. Environmental Research Letters 16:3, pages 034031.
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Allison Shapiro, Benjamin Bradshaw, Sabine Landes, Petra Kammann, Beatrice Bois De Fer, Wei-Nchih Lee & Robert Lange. (2021) A novel digital approach to describe real world outcomes among patients with constipation. npj Digital Medicine 4:1.
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Tricia Shumate, Magdalen Link, James Furness, Kevin Kemp-Smith, Vini Simas & Mike Climstein. (2021) Validity of the Polar Vantage M watch when measuring heart rate at different exercise intensities. PeerJ 9, pages e10893.
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Shahab Haghayegh, Sepideh Khoshnevis, Michael H. Smolensky & Kenneth R. Diller. (2020) Application of deep learning to improve sleep scoring of wrist actigraphy. Sleep Medicine 74, pages 235-241.
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Daniel Fuller, Emily Colwell, Jonathan Low, Kassia Orychock, Melissa Ann Tobin, Bo Simango, Richard Buote, Desiree Van Heerden, Hui Luan, Kimberley Cullen, Logan Slade & Nathan G A Taylor. (2020) Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review. JMIR mHealth and uHealth 8:9, pages e18694.
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Cathy Goldstein. (2020) Current and Future Roles of Consumer Sleep Technologies in Sleep Medicine. Sleep Medicine Clinics 15:3, pages 391-408.
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Shahab Haghayegh, Hyeon-Ah Kang, Sepideh Khoshnevis, Michael H Smolensky & Kenneth R Diller. (2020) A comprehensive guideline for Bland–Altman and intra class correlation calculations to properly compare two methods of measurement and interpret findings. Physiological Measurement 41:5, pages 055012.
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Edward Richardson, Angela Hall & Andrew R.J. Mitchell. 2020. Epidemiology and Treatment of Atrial Fibrillation. Epidemiology and Treatment of Atrial Fibrillation.
Ruby Fore, Jaime E. Hart, Christine Choirat, Jennifer W. Thompson, Kathleen Lynch, Francine Laden, Jorge E. Chavarro & Peter James. (2020) Embedding Mobile Health Technology into the Nurses' Health Study 3 to Study Behavioral Risk Factors for Cancer. Cancer Epidemiology, Biomarkers & Prevention 29:4, pages 736-743.
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Ignacio Rodríguez-Rodríguez, José-Víctor Rodríguez, Aránzazu Elizondo-Moreno & Purificación Heras-González. (2020) An Autonomous Alarm System for Personal Safety Assurance of Intimate Partner Violence Survivors Based on Passive Continuous Monitoring through Biosensors. Symmetry 12:3, pages 460.
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Massimiliano de Zambotti, Nicola Cellini, Luca Menghini, Michela Sarlo & Fiona C. Baker. (2020) Sensors Capabilities, Performance, and Use of Consumer Sleep Technology. Sleep Medicine Clinics 15:1, pages 1-30.
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Jennifer M Radin, Nathan E Wineinger, Eric J Topol & Steven R Steinhubl. (2020) Harnessing wearable device data to improve state-level real-time surveillance of influenza-like illness in the USA: a population-based study. The Lancet Digital Health 2:2, pages e85-e93.
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Salvatore Romano & Giuseppe Insalaco. 2020. Noninvasive Ventilation in Sleep Medicine and Pulmonary Critical Care. Noninvasive Ventilation in Sleep Medicine and Pulmonary Critical Care 213 221 .
Hirotaka Matsuura, Masahiko Mukaino, Yohei Otaka, Hitoshi Kagaya, Yasushi Aoshima, Takuya Suzuki, Ayaka Inukai, Emi Hattori, Takayuki Ogasawara & Eiichi Saitoh. (2019) Validity of simplified, calibration-less exercise intensity measurement using resting heart rate during sleep: a method-comparison study with respiratory gas analysis. BMC Sports Science, Medicine and Rehabilitation 11:1.
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Shahab Haghayegh, Sepideh Khoshnevis, Michael H Smolensky, Kenneth R Diller & Richard J Castriotta. (2019) Accuracy of Wristband Fitbit Models in Assessing Sleep: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 21:11, pages e16273.
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Nanda Wagh & Sanjay Sutar. (2022) A Smart Security Solution for Women's and Children Using Wearable Iot Systems. SSRN Electronic Journal.
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Davide Benedetti, Umberto Olcese, Simone Bruno, Marta Barsotti, Michelangelo Maestri Tassoni, Enrica Bonanni, Gabriele Siciliano & Ugo Faraguna. (2021) Obstructive Sleep Apnoea Syndrome Screening Through Wrist-Worn Smartbands: A Machine-Learning Approach. SSRN Electronic Journal.
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