Author

Hagen Malberg

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Robust ECG Signal Decomposition Enables Interpretable Distinction Between Atrial Flutter and Atrial Fibrillation

M. Goettling, A. Hammer, Nadine K. W. ̈aßnig et al. · 0 citations

Open access Oct 2026

An Explainable, Demographic-Aware ECG Transformer for Atrial Fibrillation Detection

Abstract Deep learning models have demonstrated strong performance in electrocardiogram (ECG)-based cardiovascular disease detection, but face the challenge of systematic variation across individual patients. Patient-specific information, a cornerstone of precision medicine, may help models account for this variability...

Matteo Zannini, Hagen Malberg, Martin Schmidt · 0 citations