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Daniel Ray

1PUBLICATIONS

1CO-AUTHORS

Systems physiology

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|Mar 24, 2026

Towards fair and trustworthy heart rate estimation from wrist-worn photoplethysmography: a multi-wavelength dataset and uncertainty-aware deep learning approach evaluated across skin tones, sexes, and motion conditions.

Daniel Ray, Tim Collins, Prasad V S Ponnapalli

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Tim Collins

Frequent Collaborators

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Tim Collins

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