A nationwide deep learning pipeline to predict stroke and COVID-19 death in atrial fibrillation

Alex Handy, Angela Wood, Cathie Sudlow, Chris Tomlinson, Frank Kee, Johan H Thygesen, Mohammad Mamouei, Reecha Sofat, Richard Dobson, Samantha Ip, Spiros Denaxas, on behalf of the CVD-COVID-UK Consortium
December 2021
PDF Code Dataset DOI
Type
Preprint
Publication
medRxiv
COVID-19 CVD-COVID-UK/COVID-IMPACT HDR-UK BHF Data Science Centre preprint EHR linkage Deep Learning Machine Learning Transformers Risk prediction
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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