Empirical investigation of multi-source cross-validation in clinical ECG classification

Tuija Leinonen, David Wong, Antti Vasankari +4

Traditionally, machine learning-based clinical prediction models have been trained and evaluated on patient data from a single source, such as a hospital. Cross-validation methods…