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个人简介
I am a group leader in biomedical data science at the University of Oxford. Our group develops reproducible methods to analyse wearable sensor data in very large health studies to better understand the causes and consequences of disease. For example, we have developed methods to objectively measure physical activity in UK Biobank which are now actively used by researchers worldwide to demonstrate new associations with cardiovascular disease, depression, mood disorders, and others. We have further enhanced the UK Biobank resource via the development of machine learning methods to identify sleep and functional physical activity behaviours such as walking. In addition, we have discovered the first genetic variants associated with machine-learned sensor phenotypes. This work shows the first genetic evidence that device measured physical activity might causally lower blood pressure.
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论文共 179 篇作者统计合作学者相似作者
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NPJ digital medicineno. 1 (2024): 91-91
JOURNAL OF SLEEP RESEARCHpp.e14143-e14143, (2024)
CoRR (2024)
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Andrew P. Creagh,Valentin Hamy,Hang Yuan,Gert Mertes,Ryan Tomlinson,Wen-Hung Chen,Rachel Williams, Christopher Llop, Christopher Yee,Mei Sheng Duh,Aiden Doherty,Luis Garcia-Gancedo,
npj Digital Medicineno. 1 (2024): 1-12
medRxiv : the preprint server for health sciences (2024): 414-415
medRxiv : the preprint server for health sciences (2023)
The Lancet Public Healthno. 10 (2023): e800-e810
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medRxiv (Cold Spring Harbor Laboratory) (2023)
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Charles E. Matthews,Shreya Patel, Alaina Shreves,Eleanor Watts,Aiden Doherty,Soren Brage, Joshua R. Freeman, Daniel Russ, Jonas de Almeida,Steven C. Moore,Pedro Saint-Maurice
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