Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning.
Hafiz NaderiJulia RamírezStefan Van DuijvenbodenEsmeralda Ruiz PujadasNay AungLin WangChoudhary Anwar A ChahalKarim LekadirSteffen Erhard PetersenPatricia B MunroePublished in: European heart journal. Digital health (2023)
A combination of ECG biomarkers and clinical variables were able to predict LVH defined by CMR. Our findings provide support for the ECG as an inexpensive screening tool to risk stratify patients with LVH as a prelude to advanced imaging.