The paper proposes Cardioformer, a Medformer-style multi-granularity ECG classifier with residual blocks, and reports modest AUROC gains on MIMIC-IV, PTB-XL, and PTB under subject-independent splits.
A time series is worth 64 words: Long-term forecasting with transformers
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Cardioformer: Advancing AI in ECG Analysis with Multi-Granularity Patching and ResNet
The paper proposes Cardioformer, a Medformer-style multi-granularity ECG classifier with residual blocks, and reports modest AUROC gains on MIMIC-IV, PTB-XL, and PTB under subject-independent splits.