Skip to Main content Skip to Navigation
Conference papers

SmartPhOx: Smartphone-Based Pulse Oximetry Using a Meta-Region Of Interest

Abstract : We present SmartPhOx, a pure camera-andflashlight smartphone-based pulse oximetry solution. We build on the ratio-of-ratios (RR) method and linear regression, an elegant approach resting on the Beer-Lambert law and landing itself to efficient smartphone implementations. However, its implementations without specialized hardware have so far proved to be unsuitable for clinical use, in particular due to the instability of the RR measurements. We use an empirical study to shed light on the reasons why and propose using the very RR measurements to filter RR measurements-a new paradigm we call the Meta-Region of interest (Meta-ROI). We design a complete-system architecture, including a novel data structure for storing and RR values in the time and space dimensions and an efficient algorithm for identifying Meta-ROI. Results from an Android implementation of SmartPhOx with the participation of 37 volunteers show that it is the first pure camera-and-flashlight solution to meet the FDA requirement for Root Mean Square Error (RMSE).
Complete list of metadata

https://hal.archives-ouvertes.fr/hal-03559211
Contributor : Emmanuel Chaput Connect in order to contact the contributor
Submitted on : Sunday, February 6, 2022 - 12:27:38 PM
Last modification on : Monday, July 4, 2022 - 9:11:04 AM
Long-term archiving on: : Saturday, May 7, 2022 - 6:04:44 PM

File

m68037-kateu final.pdf
Files produced by the author(s)

Identifiers

Citation

Firmin Leroy Kateu Demlabim, Gentian Jakllari, Emmanuel Chaput. SmartPhOx: Smartphone-Based Pulse Oximetry Using a Meta-Region Of Interest. 20th International Conference on Pervasive Computing and Communications (PerCom 2022), Mar 2022, Pisa, Italy. ⟨10.1109/PerCom53586.2022.9762399⟩. ⟨hal-03559211⟩

Share

Metrics

Record views

158

Files downloads

96