Hierarchical Transformer for Electrocardiogram Diagnosis

Xiaoya Tang, Jake Berquist, Benjamin A. Steinberg +1

We propose a hierarchical Transformer for ECG analysis that combines depth-wise convolutions, multi-scale feature aggregation via a CLS token, and an attention-gated module to lear…