ECG Denoising

2 papers with code • 1 benchmarks • 0 datasets

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Most implemented papers

Blind ECG Restoration by Operational Cycle-GANs

ozercandevecioglu/blind-ecg-restoration-by-operational-cycle-gans 29 Jan 2022

Usually, a set of such artifacts occur on the same ECG signal with varying severity and duration, and this makes an accurate diagnosis by machines or medical doctors extremely difficult.

HKF: Hierarchical Kalman Filtering with Online Learned Evolution Priors for Adaptive ECG Denoising

kalmannet/hkf_icassp23 23 Oct 2022

This paper introduces HKF, a hierarchical and adaptive Kalman filter, which uses a proprietary state space model to effectively capture both intra- and inter-heartbeat dynamics for ECG signal denoising.