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Overview of the research design for classifying AVNRT and concealed AVRT using sinus rhythm ECGs. The deep neural network is pre-trained on the PhysioNet/CinC 2021 datasets and further trained to differentiate between sinus rhythm ECGs with underlying AVNRT and concealed AVRT. After the model selection process using ten-fold cross-validation on the training set, the performance of the final model on the test set is reported.
