Discriminating electrocardiographic responses to His-bundle pacing using machine learning
Arnold AD, Howard JP, Gopi AA, Chan CP, Ali N, Keene D, Shun-Shin MJ, Ahmad Y, Wright IJ, Ng FS, Linton NWF, Kanagaratnam P, Peters NS, Rueckert D, Francis DP, Whinnett ZI. Discriminating electrocardiographic responses to His-bundle pacing using machine learning. Cardiovascular Digital Health Journal 2020, 1: 11-20. PMID: 32954375, PMCID: PMC7484933, DOI: 10.1016/j.cvdhj.2020.07.001.Peer-Reviewed Original ResearchConvolutional neural networkArtificial intelligenceNeural networkNeural network performanceTesting setSupervised machine learningECG analysisMachine learningCNN accuracyNetwork performanceLarge datasetsTesting datasetECG dataProof of conceptHigh accuracyOverall accuracyDatasetNetworkAccuracyECG interpretationIntelligenceSetMachineQRS complexCapture type