Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection
Xiangyu Zhang, Jianqing Li, Zhipeng Cai, Li Zhang, Zhenghua Chen, Chengyu Liu
Topics & Concepts
Computer scienceRobustness (evolution)Artificial intelligenceTest setDeep learningWearable computerConvolutional neural networkMachine learningTraining setData setAtrial fibrillationF1 scoreFast Fourier transformPattern recognition (psychology)CardiologyMedicineAlgorithmBiochemistryGeneEmbedded systemChemistryECG Monitoring and AnalysisAtrial Fibrillation Management and OutcomesCardiac electrophysiology and arrhythmias