Global hybrid multi-scale convolutional network for accurate and robust detection of atrial fibrillation using single-lead ECG recordings
Peng Zhang, Chenbin Ma, Yangyang Sun, Guangda Fan, Fan Song, Youdan Feng, Guanglei Zhang
Topics & Concepts
Convolutional neural networkComputer scienceArtificial intelligenceDeep learningPattern recognition (psychology)Convolution (computer science)Cardiac arrhythmiaFeature (linguistics)Feature extractionScale (ratio)Atrial fibrillationData miningArtificial neural networkMachine learningMedicineLinguisticsPhilosophyPhysicsCardiologyQuantum mechanicsECG Monitoring and AnalysisAtrial Fibrillation Management and OutcomesCardiac electrophysiology and arrhythmias