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Tim Collins

2PUBLICATIONS

6CO-AUTHORS

Systems physiologyElectronic device and system performance evaluation, testing and simulation

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Publications (2)

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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

|Apr 13, 2019

Version Reporting and Assessment Approaches for New and Updated Activity and Heart Rate Monitors.

Tim Collins, Sandra I Woolley, Salome Oniani

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Frequent Collaborators

1 joint publications

Sandra I Woolley

1 joint publications

Salome Oniani

1 joint publications

Ivan Miguel Pires

1 joint publications

Nuno M Garcia

1 joint publications

Sean J Ledger

1 joint publications

Daniel Ray

Frequent Collaborators

1 joint publications

Sandra I Woolley

1 joint publications

Salome Oniani

1 joint publications

Ivan Miguel Pires

1 joint publications

Nuno M Garcia

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