ECG Denoising

2 papers with code • 1 benchmarks • 0 datasets

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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.

1
23 Oct 2022

Blind ECG Restoration by Operational Cycle-GANs

ozercandevecioglu/zero-shot-bearing-fault-detection-by-blind-domain-transition 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.

25
29 Jan 2022