Self-Supervised Machine Learning to Characterize Step Counts from Wrist-Worn Accelerometers in the UK Biobank
Small, Scott R, Chan, Shing, Walmsley, Rosemary, VON Fritsch, Lennart, Acquah, Aidan, Mertes, Gert, Feakins, Benjamin G, Creagh, Andrew, Strange, Adam, Matthews, Charles E, Clifton, David A, Price, Andrew J, Khalid, Sara, Bennett, Derrick, Doherty, Aiden
Published in Medicine and science in sports and exercise (01.10.2024)
Published in Medicine and science in sports and exercise (01.10.2024)
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Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data
Yuan, Hang, Chan, Shing, Creagh, Andrew P, Tong, Catherine, Acquah, Aidan, Clifton, David A, Doherty, Aiden
Published in arXiv.org (20.06.2024)
Published in arXiv.org (20.06.2024)
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Journal Article
CAPTURE-24: A large dataset of wrist-worn activity tracker data collected in the wild for human activity recognition
Chan, Shing, Yuan, Hang, Tong, Catherine, Acquah, Aidan, Schonfeldt, Abram, Gershuny, Jonathan, Doherty, Aiden
Year of Publication 29.02.2024
Year of Publication 29.02.2024
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Daily steps are a predictor of, but perhaps not a modifiable risk factor for Parkinson's Disease: findings from the UK Biobank
Acquah, Aidan, Creagh, Andrew, Hamy, Valentin, Shreves, Alaina, Zisou, Charilaos, Harper, Charlie, Van Duijvenboden, Stefan, Antoniades, Chrystalina, Bennett, Derrick, Clifton, David, Doherty, Aiden
Published in medRxiv : the preprint server for health sciences (14.08.2024)
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Published in medRxiv : the preprint server for health sciences (14.08.2024)
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Development and Validation of a Machine Learning Wrist-worn Step Detection Algorithm with Deployment in the UK Biobank
Small, Scott R, Chan, Shing, Walmsley, Rosemary, von Fritsch, Lennart, Acquah, Aidan, Mertes, Gert, Feakins, Benjamin G, Creagh, Andrew, Strange, Adam, Matthews, Charles E, Clifton, David A, Price, Andrew J, Khalid, Sara, Bennett, Derrick, Doherty, Aiden
Published in medRxiv : the preprint server for health sciences (22.02.2023)
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Published in medRxiv : the preprint server for health sciences (22.02.2023)
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