Browsing by Author "Zahid, Muhammad Uzair"
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Global ECG Classification by Self-Operational Neural Networks with Feature Injection
Zahid, Muhammad Uzair; Kiranyaz, Serkan; Gabbouj, Moncef ( IEEE Computer Society , 2023 , Article)Objective: Global (inter-patient) ECG classification for arrhythmia detection over Electrocardiogram (ECG) signal is a challenging task for both humans and machines. Automating this process with utmost accuracy is, therefore, ... -
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks
Gabbouj, Moncef; Kiranyaz, Serkan; Malik, Junaid; Zahid, Muhammad Uzair; Ince, Turker; Chowdhury, Muhammad E. H.; Khandakar, Amith; Tahir, Anas... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Although numerous R-peak detectors have been proposed in the literature, their robustness and performance levels may significantly deteriorate in low-quality and noisy signals acquired from mobile electrocardiogram (ECG) ...