2 papers
eess.SP2025
Deep learning model for ECG reconstruction reveals the information content of ECG leads
Tomasz Gradowski, Teodor Buchner
This study introduces a deep learning model based on the U-net architecture to reconstruct missing leads in electrocardiograms (ECGs). The model was trained to reconstruct 12-lead…
physics.med-ph2025
Physically motivated projection of the electrocardiogram -- a feasibility study
Sebastian Wildowicz, Tomasz Gradowski, Paulina Figura +3
We present PhysECG: a physically motivated projection of the 12 lead electrocardiogram, supported by a deep learning model trained on 21,799 recordings from the PTB-XL database and…