PhD Research Presentation Overview

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This research focuses on advanced methodologies for the analysis and classification of ECG signals, emphasizing noise removal challenges and the significance of adaptive filtering systems. The discussion includes a detailed examination of a novel adaptive filtering algorithm, utilizing four-level filtering combined with DSP techniques to enhance signal clarity. The study integrates a lightweight 1D CNN for arrhythmia classification, juxtaposed with machine learning models for accuracy...