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In EEG-correlated fMRI studies, a representative time-course must be selected from the EEG data, which can be used to derive a predictor of the BOLD signal recorded in each voxel using fMRI. Independent Component Analysis (ICA) is commonly used for this purpose, but the selection of meaningful components is mostly performed through visual inspection. A new methodology is presented here for the automatic...
Concurrent electroencephalograph (EEG) and functional magnetic resonance image (fMRI) led researchers to acquire neuronal activities in detail over the past few decades. Regardless of the advantages of combining these modalities, artifacts posed a greater challenge to attain good quality data. One such problematic artifact which contaminates EEG recordings is Ballistocardiogram (BCG) artifact. A reference-free...
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