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eess.SP2026
Improving TMS EEG Signal Quality for Closed-Loop Neuro Stimulation via Source-Domain Denoising
Zhen Tang, Ameer Hamoodi, Stevie Foglia +2
This research addresses a validated TMS EEG cleaning pipeline and a corresponding benchmark dataset. It evaluates two widely used artifact removal pipelines. A reference dataset of…
eess.SP2024
A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application
Siqi Zhao, Wangyang Li, Xiru Wang +6
Machine learning (ML) and deep learning (DL) techniques have been widely applied to analyze electroencephalography (EEG) signals for disease diagnosis and brain-computer interfaces…