Heart Rate Variability and Firstbeat Method for Detecting Sleep Stages in Healthy Young Adults: Feasibility Study

Journals

1. Imtiaz S. A Systematic Review of Sensing Technologies for Wearable Sleep Staging. Sensors 2021;21(5):1562 View
2. Hei Y, Yuan T, Fan Z, Yang B, Hu J. Sleep staging classification based on a new parallel fusion method of multiple sources signals. Physiological Measurement 2022;43(4):045003 View
3. Mann C, Wegner J, Weeß H, Staubach P. Pathobiology of Second-Generation Antihistamines Related to Sleep in Urticaria Patients. Biology 2022;11(3):433 View
4. Kytö M, Markussen L, Marttinen P, Jacucci G, Niinistö S, Virtanen S, Korhonen T, Sievänen H, Vähä-Ypyä H, Korhonen I, Heinonen S, Koivusalo S. Comprehensive self-tracking of blood glucose and lifestyle with a mobile application in the management of gestational diabetes: a study protocol for a randomised controlled trial (eMOM GDM study). BMJ Open 2022;12(11):e066292 View
5. Topalidis P, Heib D, Baron S, Eigl E, Hinterberger A, Schabus M. The Virtual Sleep Lab—A Novel Method for Accurate Four-Class Sleep Staging Using Heart-Rate Variability from Low-Cost Wearables. Sensors 2023;23(5):2390 View
6. Griffiths A, Link K, Haughtigan K, Beer O, Powell L, Royse D. Physiological evidence of escalating stress during COVID-19: a longitudinal assessment of child welfare workers. Journal of Public Child Welfare 2024;18(1):158 View
7. Shiri R, Väänänen A, Mattila-Holappa P, Kauppi K, Borg P. The Effect of Healthy Lifestyle Changes on Work Ability and Mental Health Symptoms: A Randomized Controlled Trial. International Journal of Environmental Research and Public Health 2022;19(20):13206 View
8. Xu X, Lian Z. Objective sleep assessments for healthy people in environmental research: A literature review. Indoor Air 2022;32(5) View
9. Aerts C, Janaqi S, Cochen de Cock V. More sleep, more milk. Journal of Clinical Sleep Medicine 2023;19(8):1563 View
10. Lal U, Mathavu Vasanthsena S, Hoblidar A. Temporal Feature Extraction and Machine Learning for Classification of Sleep Stages Using Telemetry Polysomnography. Brain Sciences 2023;13(8):1201 View
11. Höhn C, Hahn M, Lendner J, Hoedlmoser K. Spectral Slope and Lempel–Ziv Complexity as Robust Markers of Brain States during Sleep and Wakefulness. eneuro 2024;11(3):ENEURO.0259-23.2024 View
12. Hermans L, van Meulen F, Anderer P, Ross M, Cerny A, van Gilst M, Overeem S, Fonseca P. Performance of cardiorespiratory-based sleep staging in patients using beta blockers. Journal of Clinical Sleep Medicine 2024;20(4):575 View
13. Kong Z, Wei X, Shen M, Cheng Y, Feng J. Interval training has more negative effects on sleep in adolescent speed skaters: a randomized cross controlled trial. Frontiers in Sports and Active Living 2024;6 View
14. Togo E, Takami M, Ishigaki K. Evaluation of Autonomic Nervous System Function During Sleep by Mindful Breathing Using a Tablet Device: Randomized Controlled Trial. JMIR Nursing 2024;7:e56616 View
15. Park J, Ahn E, Yoon K, Kim J. Performance of Fitbit Devices as Tools for Assessing Sleep Patterns and Associated Factors. Journal of Sleep Medicine 2024;21(2):59 View
16. Yu R, Li Y, Zhao K, Fan F. A review of automatic sleep stage classification using machine learning algorithms based on heart rate variability. Sleep and Biological Rhythms 2024 View
17. Griffiths A, Link K, Haughtigan K, Beer O, Powell L, Royse D. A New Approach: Using Biometric Technology to Explore the Physiological Stress of Working in Child Welfare. Journal of Technology in Behavioral Science 2025 View