Cookies on this website

We use cookies to ensure that we give you the best experience on our website. If you click 'Accept all cookies' we'll assume that you are happy to receive all cookies and you won't see this message again. If you click 'Reject all non-essential cookies' only necessary cookies providing core functionality such as security, network management, and accessibility will be enabled. Click 'Find out more' for information on how to change your cookie settings.

Search results (23)

« Back to Publications

Subtyping Alzheimer's disease and Parkinson's disease using longitudinal electronic health records.

Lian J. et al, (2026), Nat Aging

A transformer-based survival model for prediction of all-cause mortality in patients with heart failure: a multi-cohort study.

Rao S. et al, (2026), NPJ Digit Med

Refined selection of individuals for preventive cardiovascular disease treatment with a transformer-based risk model.

Rao S. et al, (2025), Lancet Digit Health, 7

Identification of heart failure subtypes using transformer-based deep learning modelling: a population-based study of 379,108 individuals.

Fan Z. et al, (2025), EBioMedicine, 114

Transformer-based survival model for prediction of all-cause mortality in heart failure patients: a multi-cohort study

Rao S. et al, (2025)

Prediction of emergency admissions: trade-offs between model simplicity and performance.

Rao S. and Rahimi K., (2025), Lancet Digit Health, 7, e106 - e107

Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records.

Rao S. et al, (2024), IEEE Trans Neural Netw Learn Syst, 35, 5027 - 5038

Efficacy of decentralised home-based antihypertensive treatment in older adults with multimorbidity and polypharmacy (ATEMPT): an open-label randomised controlled pilot trial.

Majert J. et al, (2024), Lancet Healthy Longev, 5, e172 - e181

Sodium-based paracetamol: impact on blood pressure, cardiovascular events, and all-cause mortality.

Rao S. et al, (2023), Eur Heart J, 44, 4448 - 4457

Long-Term Exposure to Road Traffic Noise and Incident Heart Failure: Evidence From UK Biobank.

Yang T. et al, (2023), JACC Heart Fail, 11, 986 - 996

Systolic blood pressure, chronic obstructive pulmonary disease and cardiovascular risk.

Rao S. et al, (2023), Heart, 109, 1216 - 1222

Deep learning for causal inference on electronic health records

Rao S., (2023)

Systolic Blood Pressure and Cardiovascular Risk in Patients With Diabetes: A Prospective Cohort Study.

Rao S. et al, (2023), Hypertension, 80, 598 - 607

Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records.

Li Y. et al, (2023), IEEE J Biomed Health Inform, 27, 1106 - 1117

How Much Lowering of Blood Pressure Is Required to Prevent Cardiovascular Disease in Patients With and Without Previous Cardiovascular Disease?

Canoy D. et al, (2022), Curr Cardiol Rep, 24, 851 - 860

Load More