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Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network

Information Sciences · 2017 · Vol. 405 · pp. 81–90
U. Rajendra AcharyaHamido FujitaOh Shu LihYuki HagiwaraJen Hong TanMuhammad Adam
ECG Monitoring and AnalysisEEG and Brain-Computer InterfacesCardiac electrophysiology and arrhythmiasConvolutional neural networkHeartbeatQRS complexAtrial fibrillationComputer scienceAtrial flutterElectrocardiographyPattern recognition (psychology)Artificial intelligenceTachycardia
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References
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ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks
IEEE Transactions on Biomedical Engineering · 2015 · 1,797 citations
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