IEEE transactions on bio-medical engineering
Generalised Label-Free Artefact Cleaning for Real-Time Medical Pulsatile Time Series.
Xuhang Chen, Ihsane Olakorede, Stefan Yu Bogli, Wenhao Xu, Erta Beqiri, Xuemeng Li, Chenyu Tang, Zeyu Gao, Shuo Gao, Ari Ercole, Peter Smielewski
Published: 202610.1109/TBME.2026.3655095
Abstract
Artefacts compromise clinical decision-making in the use of medical time series. Pulsatile waveforms offer opportunities for accurate artefact detection, yet most approaches rely on supervised manners and overlook patient-level distribution shifts. T…
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