Constructing Interpretable Prediction Models with 1D DNNs: An Example in Irregular ECG Classification

Giacomo Lancia, Cristian Spitoni

This manuscript proposes a novel methodology for developing an interpretable prediction model for irregular Electrocardiogram (ECG) classification, using features extracted by a 1-…