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The menstrual cycle through the lens of a wearable device: insights into physiology, sleep, and cycle variability
Gonzalez, O'Day, Johnson, Kim, Jasinski, Holmes, Delp, Hicks (Stanford × WHOOP) · 2026 · npj Digital Medicine (online 2026-05-25; volume and article number not yet assigned)
What this work gives Aellic
42,759 cycles from 2,596 women across 1.2 million days: the amplitude of the cyclical swing scales with cycle length; measured across respiratory rate, resting heart rate, HRV, temperature and SpO₂. Preprint of the same work: bioRxiv, doi 10.1101/2025.09.11.675620 — the peer-reviewed version is deliberately the one cited here.
Where this sits in the engine
1 declared site: constants and thresholds in the code that point at this entry.
- Cycle Phases and cycle-aware baselines 1 site
Also in Cycle
- 2026 The diagnostic accuracy of wearable digital technology in detecting fertility window and menstrual cycles: a systematic review and Bayesian network meta-analysis
- 2020 The Effects of Menstrual Cycle Phase on Exercise Performance in Eumenorrheic Women: A Systematic Review and Meta-Analysis
- 2019 A Systematic Review and Meta-Analysis of Within-Person Changes in Cardiac Vagal Activity across the Menstrual Cycle: Implications for Female Health and Future Studies