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The diagnostic accuracy of wearable digital technology in detecting fertility window and menstrual cycles: a systematic review and Bayesian network meta-analysis

Shi et al. · 2026 · npj Digital Medicine 9(1):139

Meta-analysis · Rang 1 von 9

What this work gives Aellic

Network meta-analysis of wearable-based ovulation detection: exact-day accuracy pooled across devices is 0.56, and only ~68 % land within ±1 day. This is the justification for Aellic ALWAYS shipping the estimated ovulation with a confidence band and never presenting it as “measured”.

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

Register entry shi2026 · Meta-analysis