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Open access Sep 2026

Beyond Average Accuracy: Motion-Related Failure Patterns in Wrist-Worn Photoplethysmographic Heart-Rate Monitoring

Wrist PPG reliability is condition dependent, and an interpretable signal-based reliability flag may complement point heart-rate estimates, and an interpretable signal-based reliability flag may complement point heart-rate estimates in previously unseen participants.

Angel Xu · 0 citations

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