40 citations · 42 across the 4 of their papers we have counts for
3 papers · 1 filter
A bi-atrial statistical shape model for large-scale in silico studies of human atria: model development and application to ECG simulations
Claudia Nagel, Steffen Schuler, Olaf Dössel +1
Large-scale electrophysiological simulations to obtain electrocardiograms (ECG) carry the potential to produce extensive datasets for training of machine learning classifiers to, e…
Cobiveco: Consistent biventricular coordinates for precise and intuitive description of position in the heart -- with MATLAB implementation
Steffen Schuler, Nicolas Pilia, Danila Potyagaylo +1
Ventricular coordinates are widely used as a versatile tool for various applications that benefit from a description of local position within the heart. However, the practical usef…
Reconstruction of Potassium Concentrations with the ECG on Imbalanced Datasets
Nicolas Pilia, Cristiana Corsi, Stefano Severi +2
End-stage chronic kidney disease (CKD) patients are facing a 30% rise for the risk of lethal cardiac events (LCE) compared to non-CKD patients. At the same time, these patients und…