基本信息
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Bio
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.
Research Interests
Papers共 176 篇Author StatisticsCo-AuthorSimilar Experts
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medrxiv(2024)
Adam Sturge,Charlie Harper,Shing Chan,Stefan Van Duijvenboden,Derrick Bennett, Barbara Casadei,Aiden Doherty
Acute coronary syndromes & interventional cardiology (2024)
JOURNAL OF SLEEP RESEARCHpp.e14143-e14143, (2024)
Cardiac rhythm management (2024)
Medicine and science in sports and exercise (2024)
MEDICINE & SCIENCE IN SPORTS & EXERCISEno. 5 (2024): 805-812
CoRR (2024)
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npj Digital Medicineno. 1 (2024): 1-12
NPJ DIGITAL MEDICINEno. 1 (2024): 86-86
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Author Statistics
#Papers: 177
#Citation: 7148
H-Index: 39
G-Index: 81
Sociability: 6
Diversity: 3
Activity: 63
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