Quantifying Missingness in Wearable Heart Rate Recordings

Collins, Tim; Woolley, Sandra I.; Oniani, Salome; Pandyan, Anand

Abstract

Wrist-worn photoplethysmography (PPG) heart rate monitoring devices are increasingly used in clinical applications despite the potential for data missingness and inaccuracy. This paper provides an analysis of the intermittency of experimental wearable data recordings. Devices recorded heart rate with gaps of 5 or more minutes 41.6% of the time and 15 or more minutes 3.8% of the time.

Citation

Collins, T., Woolley, S. I., Oniani, S., & Pandyan, A. (2021). Quantifying Missingness in Wearable Heart Rate Recordings. In Volume 281: Public Health and Informatics (1077 - 1078). IOS Press. https://doi.org/10.3233/SHTI210352

• Publication Date: May 27, 2021
• Publisher: IOS Press
• Pages: 1077 - 1078
• Series Title: Studies in Health Technology and Informatics
• Series ISSN: 0926-9630; 1879-8365
• Book Title: Volume 281: Public Health and Informatics
• ISBN: 978-1-64368-184-9
• DOI: https://doi.org/10.3233/SHTI210352
• Public URL: https://keele-repository.worktribe.com/output/622844
• Publisher URL: https://ebooks.iospress.nl/doi/10.3233/SHTI210352