wearables

Wearables for Health - Turning physiological signals into clinical insight
Realising the promise of wearable data by investigating what information wearable signals contain, how to extract it, and how to use it in clinical practice.
Oct 20, 2025 12:00 PM — 12:30 PM Apple Park
Peter Charlton
Equitable photoplethysmography in wearables
Developing a more efficient, open-source implementation of the MSPTD photoplethysmography beat detection algorithm.
Sep 24, 2024 2:30 PM — 2:50 PM Webinar
Peter Charlton
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Equitable photoplethysmography in wearables
The acceptability of wearables for atrial fibrillation screening: Interim analysis of the SAFER Wearables Study
Early analyses of the acceptability of wearables to older adults from the SAFER Wearables Study.
Peter Charlton, Justinas Bacevicius, Timothy Bonnici, James Brimicombe, Cheryl Chapman, Andrew Dymond, Miranda Van Emmenis, Panicos A. Kyriacou, Vaidotas Marozas, Andrius Rapalis, Kate Williams, Jonathan Mant
Project Preprint
The acceptability of wearables for atrial fibrillation screening: Interim analysis of the SAFER Wearables Study
QRS detection in single-lead, telehealth electrocardiogram signals: benchmarking open-source algorithms
An assessment of eighteen open-source QRS detection algorithms across six datasets.
Florian Kristof, Maximilian Kapsecker, Leon Nissen, James Brimicombe, Martin Cowie, Zixuan Ding, Andrew Dymond, Stephan Jonas, Hannah Clair Linden, Gregory Lip, Kate Williams, Jonathan Mant, Peter Charlton
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QRS detection in single-lead, telehealth electrocardiogram signals: benchmarking open-source algorithms
Reliability of single-lead electrocardiogram interpretation to detect atrial fibrillation: insights from the SAFER Feasibility Study
Assessing the reliability of single-lead ECG interpretation
Katie Hibbitt, James Brimicombe, Martin Cowie, Andrew Dymond, Ben Freedman, Simon J Griffin, FD Richard Hobbs, Hannah Clair Linden, Gregory YH Lip, Jonathan Mant, Richard J McManus, Madhumitha Pandiaraja, Kate Williams, Peter Charlton
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Reliability of single-lead electrocardiogram interpretation to detect atrial fibrillation: insights from the SAFER Feasibility Study
Announcing the 2023 Wearable Photoplethysmography Roadmap
The 2023 Wearable Photoplethysmography Roadmap is out now
Peter Charlton
Nov 29, 2023 1 min read
Project
Announcing the 2023 Wearable Photoplethysmography Roadmap
Using consumer wearables in healthcare and research
An introduction to using consumer wearables in healthcare and research.
Nov 6, 2023 10:00 AM — 11:00 AM Heart and Lung Research Institute, University of Cambridge
Peter Charlton
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Using consumer wearables in healthcare and research
Accelerometry-Guided Inter-Beat-Interval Assessment from Wrist Photoplethysmography
An update on wearable photoplethysmography.
Peter Charlton, Joachim Behar, Marton Aron Goda, Jonathan Mant, Panicos Kyriacou
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Wearable Photoplethysmography: Current Status and Future Challenges
An update on wearable photoplethysmography.
Peter Charlton, Panicos Kyriacou
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Photoplethysmography Datasets
A list of publicly available datasets containing photoplethysmogram signals.
Peter Charlton
Aug 2, 2022 5 min read
Project Project
Photoplethysmography Datasets