Engineering digital biomarkers of interstitial glucose from noninvasive smartwatches

Brinnae Bent, Peter J. Cho, Maria Henriquez, April Wittmann, Connie Thacker, Mark Feinglos, Matthew J. Crowley, Jessilyn P. Dunn

npj Digital Medicine 4:89· 2026
PPGHRVEDATempIMUDOI

Summary

Empatica E4 wristband + Dexcom G6 CGM, 16 participants, 8–10 days each, >25,000 interstitial glucose readings. E4 streams: PPG 64 Hz (HR at 1 Hz, IBI-based HRV), EDA and skin temperature 4 Hz, accelerometer 32 Hz. Food logs.

Key facts

Form Factor
wrist
License
Not stated

Updated: Oct 11, 2026