Towards mitigating health inequity via machine learning: a nationwide cohort study to develop and validate ethnicity-specific models for prediction of cardiovascular disease risk in COVID-19 patients

Freya Allery, Marta Pineda-Moncusí, Chris Tomlinson, Nikolas Pontikos, Johan Thygesen, Sara Khalid, on behalf of the CVD-COVID-UK Consortium
September 2023
PDF Code Dataset DOI
Type
Preprint
Publication
medRxiv
COVID-19 CVD-COVID-UK/COVID-IMPACT HDR-UK BHF Data Science Centre preprint EHR linkage ethnicity diversity fairness ML equity
Chris Tomlinson
Chris Tomlinson

MBBS BSc MRes DMCC MRCA

UK Health Data & AI Lead

Honorary Senior Research Fellow in Clinical Foundation Models

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