This paper is in the following e-collection/theme issue:

Tools, Programs and Algorithms (372) Clinical Informatics (1304) Clinical Information and Decision Making (1890) Machine Learning (2048) Electronic Health Records (1299) Cardiac Risk and Cardiac Risk Calculators (98) Cardiovascular Disease Prevention (203) Advanced Data Analytics in eHealth (206) Precision Medicine (153)

Published on in Vol 13 (2025)

This is a member publication of King's College London (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/76659, first published .
Estimating 10-Year Cardiovascular Disease Risk in Primary Prevention Using UK Electronic Health Records and a Hybrid Multitask BERT Model: Retrospective Cohort Study

Estimating 10-Year Cardiovascular Disease Risk in Primary Prevention Using UK Electronic Health Records and a Hybrid Multitask BERT Model: Retrospective Cohort Study

Estimating 10-Year Cardiovascular Disease Risk in Primary Prevention Using UK Electronic Health Records and a Hybrid Multitask BERT Model: Retrospective Cohort Study

Authors of this article:

Tianyi Liu1 Author Orcid Image ;   Lei Lu1 Author Orcid Image ;   Yanzhong Wang1 Author Orcid Image ;   Andrew J Krentz1, 2 Author Orcid Image ;   Vasa Curcin1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Tianyi Liu   1 * , BSc, MSc ;   Lei Lu   1 * , PhD ;   Yanzhong Wang   1 , Prof Dr ;   Andrew J Krentz   1, 2 , ChB, MD, Prof Dr ;   Vasa Curcin   1 , Prof Dr

1 Department of Population Health Sciences, School of Life Course & Population Sciences, King's College London, London, United Kingdom

2 Metadvice, London, United Kingdom

*these authors contributed equally

Corresponding Author:

  • Tianyi Liu, BSc, MSc
  • Department of Population Health Sciences
  • School of Life Course & Population Sciences, King's College London
  • Addison House, Guy’s Campus
  • London SE1 1UL
  • United Kingdom
  • Phone: 44 07422940311
  • Email: tianyi.4.liu@kcl.ac.uk