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D. Canoy · SciRah

Researcher profile · Semantic Scholar

D. Canoy

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D. Canoy — researcher profile on SciRah

h-index: 46
Works: 167
Citations: 7,731

Most-cited papers

BEHRT: Transformer for Electronic Health Records
Yikuan Li, Shishir Rao, J. R. A. Solares, A. Hassaine +5 more
2019Scientific Reports770 citations Open access
Semantic Scholar
Pharmacological blood pressure lowering for primary and secondary prevention of cardiovascular disease across different levels of blood pressure: an individual participant-level data meta-analysis
Kazem Rahimi, Z. Bidel, M. Nazarzadeh, E. Copland +95 more
2021The Lancet673 citations Open access
Semantic Scholar
Age at Menarche and Risks of Coronary Heart and Other Vascular Diseases in a Large UK Cohort
D. Canoy, V. Beral, A. Balkwill, F. Wright +4 more
2015Circulation240 citations Open access
Semantic Scholar
Deep learning for electronic health records: A comparative review of multiple deep neural architectures
Jose Roberto Ayala Solares, Francesca Elisa Diletta Raimondi, Yajie Zhu, Fatemeh Rahimian +9 more
2020Journal of Biomedical Informatics232 citations Open access
Semantic Scholar
Age-stratified and blood-pressure-stratified effects of blood-pressure-lowering pharmacotherapy for the prevention of cardiovascular disease and death: an individual participant-level data meta-analysis
K. Rahimi, Z. Bidel, M. Nazarzadeh, E. Copland +98 more
2021The Lancet197 citations Open access
Semantic Scholar
Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records
Yikuan Li, M. Mamouei, G. Salimi-Khorshidi, Shishir Rao +4 more
2021IEEE journal of biomedical and health informatics172 citations Open access
Semantic Scholar
Temporal Trends and Patterns in Mortality After Incident Heart Failure
N. Conrad, A. Judge, D. Canoy, J. Tran +6 more
2019JAMA cardiology147 citations Open access
Semantic Scholar
Comparison of regional fat measurements by dual-energy X-ray absorptiometry and conventional anthropometry and their association with markers of diabetes and cardiovascular disease risk
S. Vasan, C. Osmond, D. Canoy, Costas Christodoulides +4 more
2017International Journal of Obesity143 citations Open access
Semantic Scholar
Patterns and temporal trends of comorbidity among adult patients with incident cardiovascular disease in the UK between 2000 and 2014: A population-based cohort study
J. Tran, R. Norton, N. Conrad, Fatemeh Rahimian +3 more
2018PLoS Medicine138 citations Open access
Semantic Scholar
Predicting the risk of emergency admission with machine learning: Development and validation using linked electronic health records
Fatemeh Rahimian, G. Salimi-Khorshidi, A. H. Payberah, J. Tran +5 more
2018PLoS Medicine134 citations Open access
Semantic Scholar
Plasma lipids and risk of aortic valve stenosis: a Mendelian randomization study
M. Nazarzadeh, A. Pinho-Gomes, Z. Bidel, A. Dehghan +7 more
2020European Heart Journal126 citations Open access
Semantic Scholar
How Much Lowering of Blood Pressure Is Required to Prevent Cardiovascular Disease in Patients With and Without Previous Cardiovascular Disease?
D. Canoy, M. Nazarzadeh, E. Copland, Z. Bidel +3 more
2022Current Cardiology Reports117 citations Open access
Semantic Scholar
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure
Shishir Rao, Yikuan Li, R. Ramakrishnan, A. Hassaine +5 more
2021IEEE journal of biomedical and health informatics116 citations Open access
Semantic Scholar
Blood pressure lowering and risk of new-onset type 2 diabetes: an individual participant data meta-analysis
M. Nazarzadeh, Z. Bidel, D. Canoy, E. Copland +12 more
2021The Lancet105 citations Open access
Semantic Scholar
Marital status and ischemic heart disease incidence and mortality in women: a large prospective study
S. Floud, A. Balkwill, D. Canoy, F. Wright +4 more
2014BMC Medicine99 citations Open access
Semantic Scholar
Systolic Blood Pressure and Risk of Valvular Heart Disease: A Mendelian Randomization Study.
M. Nazarzadeh, A. Pinho-Gomes, Karl Smith Byrne, D. Canoy +4 more
2019JAMA cardiology98 citations Open access
Semantic Scholar
Association between cardiometabolic disease multimorbidity and all-cause mortality in 2 million women and men registered in UK general practices
D. Canoy, J. Tran, M. Zottoli, R. Ramakrishnan +6 more
2021BMC Medicine77 citations Open access
Semantic Scholar
Antihypertensive treatment and risk of cancer: an individual participant data meta-analysis
E. Copland, D. Canoy, M. Nazarzadeh, Z. Bidel +100 more
2021The Lancet Oncology77 citations Open access
Semantic Scholar
Blood pressure-lowering treatment for prevention of major cardiovascular diseases in people with and without type 2 diabetes: an individual participant-level data meta-analysis
M. Nazarzadeh, Z. Bidel, D. Canoy, E. Copland +99 more
2022The Lancet Diabetes and Endocrinology76 citations Open access
Semantic Scholar
COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records
J. Thygesen, Christopher Tomlinson, S. Hollings, M. Mizani +287 more
2022The Lancet Digital Health68 citations Open access
Semantic Scholar
Antihypertensive drug effects on long-term blood pressure: an individual-level data meta-analysis of randomised clinical trials
D. Canoy, E. Copland, M. Nazarzadeh, R. Ramakrishnan +8 more
2022Heart65 citations Open access
Semantic Scholar
Blood pressure-lowering treatment for the prevention of cardiovascular events in patients with atrial fibrillation: An individual participant data meta-analysis
A. Pinho-Gomes, Luis Azevedo, E. Copland, D. Canoy +11 more
2021PLoS Medicine52 citations Open access
Semantic Scholar
Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records
Yikuan Li, Shishir Rao, A. Hassaine, R. Ramakrishnan +5 more
2020Scientific Reports52 citations Open access
Semantic Scholar
Untangling the complexity of multimorbidity with machine learning
A. Hassaine, G. Salimi-Khorshidi, D. Canoy, K. Rahimi
2020Mechanisms of Ageing and Development51 citations Open access
Semantic Scholar
Hypertension in pregnancy and risk of coronary heart disease and stroke: A prospective study in a large UK cohort
D. Canoy, B. Cairns, A. Balkwill, F. Wright +4 more
2016International Journal of Cardiology48 citations Open access
Semantic Scholar
Hospital costs in relation to body-mass index in 1·1 million women in England: a prospective cohort study
S. Kent, J. Green, G. Reeves, V. Beral +53 more
2017Lancet Public Health41 citations Open access
Semantic Scholar
Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation
Abdelaali Hassaïne, D. Canoy, J. R. A. Solares, Yajie Zhu +5 more
2019Journal of Biomedical Informatics40 citations Open access
Semantic Scholar
Diagnostic tests, drug prescriptions, and follow-up patterns after incident heart failure: A cohort study of 93,000 UK patients
N. Conrad, A. Judge, D. Canoy, J. Tran +7 more
2019PLoS Medicine40 citations Open access
Semantic Scholar
Serum sex hormone-binding globulin and testosterone in relation to cardiovascular disease risk factors in young men: a population-based study.
D. Canoy, T. Barber, A. Pouta, A. Hartikainen +7 more
2014European Journal of Endocrinology37 citations Open access
Semantic Scholar
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
Shishir Rao, M. Mamouei, G. Salimi-Khorshidi, Yikuan Li +4 more
2022IEEE Transactions on Neural Networks and Learning Systems36 citations Open access
Semantic Scholar
Investigating the stratified efficacy and safety of pharmacological blood pressure-lowering: an overall protocol for individual patient-level data meta-analyses of over 300 000 randomised participants in the new phase of the Blood Pressure Lowering Treatment Trialists’ Collaboration (BPLTTC)
K. Rahimi, D. Canoy, M. Nazarzadeh, G. Salimi-Khorshidi +5 more
2019BMJ Open36 citations Open access
Semantic Scholar
Birth weight and adult cancer incidence: large prospective study and meta-analysis
T.-O. Yang, G. Reeves, J. Green, V. Beral +50 more
2014Annals of Oncology36 citations Open access
Semantic Scholar
Long‐Term Exposure to Elevated Systolic Blood Pressure in Predicting Incident Cardiovascular Disease: Evidence From Large‐Scale Routine Electronic Health Records
Jose Roberto Ayala Solares, D. Canoy, F. Raimondi, Yajie Zhu +8 more
2019Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease32 citations Open access
Semantic Scholar
Genetic susceptibility, elevated blood pressure, and risk of atrial fibrillation: a Mendelian randomization study
M. Nazarzadeh, A. Pinho-Gomes, Z. Bidel, D. Canoy +5 more
2020Genome Medicine30 citations Open access
Semantic Scholar
Elevated blood pressure, antihypertensive medications and bone health in the population: revisiting old hypotheses and exploring future research directions
D. Canoy, N. Harvey, D. Prieto-Alhambra, Chris Cooper +4 more
2021Osteoporosis International29 citations Open access
Semantic Scholar
Blood pressure and risk of venous thromboembolism: a cohort analysis of 5.5 million UK adults and Mendelian randomization studies
M. Nazarzadeh, Z. Bidel, H. Mohseni, D. Canoy +6 more
2022Cardiovascular Research25 citations Open access
Semantic Scholar
Multi-morbidity and blood pressure trajectories in hypertensive patients: A multiple landmark cohort study
J. Tran, R. Norton, D. Canoy, Jose Roberto Ayala Solares +6 more
2021PLoS Medicine24 citations Open access
Semantic Scholar
Validation of risk prediction models applied to longitudinal electronic health record data for the prediction of major cardiovascular events in the presence of data shifts
Yikuan Li, G. Salimi-Khorshidi, Shishir Rao, D. Canoy +4 more
2022European Heart Journal - Digital Health22 citations Open access
Semantic Scholar
Reliability of anthropometric measurements in children with special needs
J. Hardy, Hayley Kuter, M. Campbell, D. Canoy +1 more
2018Archives of Disease in Childhood22 citations Open access
Semantic Scholar
Sex-Specific Effects of Blood Pressure Lowering Pharmacotherapy for the Prevention of Cardiovascular Disease: An Individual Participant-Level Data Meta-Analysis
Z. Bidel, M. Nazarzadeh, D. Canoy, E. Copland +11 more
2023HYPERTENSION20 citations
Semantic Scholar
Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort Study
Shishir Rao, Yikuan Li, M. Nazarzadeh, D. Canoy +4 more
2022HYPERTENSION17 citations Open access
Semantic Scholar
Social participation and coronary heart disease risk in a large prospective study of UK women
S. Floud, A. Balkwill, D. Canoy, G. Reeves +3 more
2015European Journal of Preventive Cardiology15 citations Open access
Semantic Scholar
BEHRT-HF: an interpretable transformer-based, deep learning model for prediction of incident heart failure
Shishir Rao, Yikuan Li, R. Ramakrishnan, A. Hassaine +4 more
2020European Heart Journal14 citations
Semantic Scholar
Stratification of diabetes in the context of comorbidities, using representation learning and topological data analysis
M. Wamil, A. Hassaine, Shishir Rao, Yikuan Li +7 more
2023Scientific Reports13 citations Open access
Semantic Scholar
Spousal concordance in adverse childhood experiences and the association with depressive symptoms in middle-aged and older adults: findings across China, the US, and Europe
Wei-Di Sun, Zi-Yang Ren, Si-Yu Zhu, Si-meng Cheng +8 more
2022Frontiers in Public Health13 citations Open access
Semantic Scholar
Effects of the COVID-19 pandemic on secondary care for cardiovascular disease in the UK: an electronic health record analysis across three countries
F. Wright, K. Cheema, R. Goldacre, N. Hall +21 more
2022European Heart Journal - Quality of Care and Clinical Outcomes13 citations Open access
Semantic Scholar
Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk
Shishir Rao, M. Nazarzadeh, Yikuan Li, D. Canoy +3 more
2023Heart10 citations Open access
Semantic Scholar
The Blood Pressure Lowering Treatment Trialists’ Collaboration: methodological clarifications of recent reports
M. Nazarzadeh, D. Canoy, Z. Bidel, E. Copland +6 more
2022Journal of Hypertension8 citations Open access
Semantic Scholar
Effects of blood pressure-lowering drugs in heart failure: a systematic review and meta-analysis of randomized controlled trials.
A. Pinho-Gomes, Luis Azevedo, Z. Bidel, M. Nazarzadeh +6 more
2019Journal of Hypertension7 citations Open access
Semantic Scholar
Blood pressure-lowering treatment lowers mortality and cardiovascular disease risk, but whether effects differ at an arbitrary threshold of 140 mm Hg systolic blood pressure requires further research
D. Canoy, K. Rahimi
2018BMJ evidence-based medicine7 citations Open access
Semantic Scholar

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