Yikuan Li
University of Oxford
H-index: 8
Europe-United Kingdom
Top articles of Yikuan Li
Sodium-based paracetamol: impact on blood pressure, cardiovascular events, and all-cause mortality
European Heart Journal
2023/11/7
A comparative study of model-centric and data-centric approaches in the development of cardiovascular disease risk prediction models in the UK Biobank
European Heart Journal-Digital Health
2023/5/15
Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk
Heart
2023/8/1
Stratification of diabetes in the context of comorbidities, using representation learning and topological data analysis
Scientific Reports
2023/7/16
Systolic blood pressure and cardiovascular risk in patients with diabetes: a prospective cohort study
Hypertension
2023/3
How much lowering of blood pressure is required to prevent cardiovascular disease in patients with and without previous cardiovascular disease?
2022/7
Targeted-BEHRT: deep learning for observational causal inference on longitudinal electronic health records
IEEE Transactions on Neural Networks and Learning Systems
2022/6/23
Clinical outcome prediction under hypothetical interventions--a representation learning framework for counterfactual reasoning
arXiv preprint arXiv:2205.07234
2022/5/15
An explainable Transformer-based deep learning model for the prediction of incident heart failure
ieee journal of biomedical and health informatics
2022/2/7
Behrtday: Dynamic mortality risk prediction using time-variant COVID-19 patient specific trajectories
AMIA Summits on Translational Science Proceedings
2022
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
European Heart Journal-Digital Health
2022/12/22
Hi-BEHRT: hierarchical transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records
IEEE journal of biomedical and health informatics
2022/11/25
Association between cardiometabolic disease multimorbidity and all-cause mortality in 2 million women and men registered in UK general practices
BMC medicine
2021/12
Deep Bayesian Gaussian processes for uncertainty estimation in electronic health records
Scientific reports
2021/10/19
Transfer learning in electronic health records through clinical concept embedding
arXiv preprint arXiv:2107.12919
2021/7/27
Learning multimorbidity patterns from electronic health records using non-negative matrix factorisation
Journal of Biomedical Informatics
2020/12/1
BEHRT: transformer for electronic health records
Scientific reports
2020/4/28
