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eess.SP2025
Artifact detection and localization in single-channel mobile EEG for sleep research using deep learning and attention mechanisms
Khrystyna Semkiv, Jia Zhang, Maria Laura Ferster +1
Current methods for detecting artifacts in sleep EEG range from threshold-based algorithms to machine learning approaches, yet applications remain limited for single-channel mobile…
eess.SP2020★ 4 cited
Covariance Intersection to Improve the Robustness of the Photoplethysmogram Derived Respiratory Rate
Jia Zhang, Gaetano Scebba, Walter Karlen
Respiratory rate (RR) can be estimated from the photoplethysmogram (PPG) recorded by optical sensors in wearable devices. The fusion of estimates from different PPG features has le…