Synthetic ECG pretraining improved myocardial infarction detection AUC by up to 4 points in some low-data settings on PTB-XL, but the improvement was not consistent across all settings.
In silico evaluation of cell therapy in acute versus chronic infarction
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Improving Myocardial Infarction Detection via Synthetic ECG Pretraining
Synthetic ECG pretraining improved myocardial infarction detection AUC by up to 4 points in some low-data settings on PTB-XL, but the improvement was not consistent across all settings.