66 citations · 96 across the 4 of their papers we have counts for
4 papers
ECG Feature Importance Rankings: Cardiologists vs. Algorithms
Temesgen Mehari, Ashish Sundar, Alen Bosnjakovic +7
Feature importance methods promise to provide a ranking of features according to importance for a given classification task. A wide range of methods exist but their rankings often…
MedalCare-XL: 16,900 healthy and pathological 12 lead ECGs obtained through electrophysiological simulations
Karli Gillette, Matthias A. F. Gsell, Claudia Nagel +8
Mechanistic cardiac electrophysiology models allow for personalized simulations of the electrical activity in the heart and the ensuing electrocardiogram (ECG) on the body surface.…
Comparison of propagation models and forward calculation methods on cellular, tissue and organ scale atrial electrophysiology
Claudia Nagel, Cristian Barrios Espinosa, Karli Gillette +5
Objective: The bidomain model and the finite element method are an established standard to mathematically describe cardiac electrophysiology, but are both suboptimal choices for fa…
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…