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Author

Usman Qamar Shaikh

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2 papers indexed here

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Review Open access Oct 2026

Single-channel EEG denoising and artifact removal: A systematic scoping review of methods, benchmarking, and reproducibility.

OBJECTIVE Single-channel and wearable electroencephalography (EEG) reduce acquisition burden but limit the spatial information available to conventional multichannel artifact-removal methods. We conducted a systematic scoping review of single-channel-compatible EEG artifact removal, linking method operation with artifa...

Usman Qamar Shaikh, A. Kalra, Andrew Lowe et al. · 0 citations
Open access Sep 2026

SPAR-EEG: Selective Pass-Wise Artifact Reduction for Wearable Single-Channel EEG Denoising

Single-channel electroencephalography (EEG) is attractive for wearable neurotechnology and brain–computer interface (BCI) applications, including assistive interfaces and clinical monitoring, but artifact suppression is difficult when auxiliary channels, artifact labels, or user-selected clean baseline segments are una...

Usman Qamar Shaikh, A. Kalra, Andrew Lowe et al. · 0 citations

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