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, May). Quantifying Missingness in Wearable Heart Rate Recordings. Presented at Medical Informatics Europe 2021, Virtual

• Conference Name: Medical Informatics Europe 2021
• Conference Location: Virtual
• Start Date: May 29, 2021
• End Date: May 31, 2021
• Acceptance Date: Mar 1, 2021
• Publication Date: May 27, 2021
• Series Title: Medical Informatics Europe 2021
• Publisher URL: https://ebooks.iospress.nl/doi/10.3233/SHTI210352