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• W4291720785 abstract "Electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) stand as state-of-the-art techniques for non-invasive functional neuroimaging. On a unimodal basis, EEG has poor spatial resolution while presenting high temporal resolution. In contrast, fNIRS offers better spatial resolution, though it is constrained by its poor temporal resolution. One important merit shared by the EEG and fNIRS is that both modalities have favorable portability and could be integrated into a compatible experimental setup, providing a compelling ground for the development of a multimodal fNIRS–EEG integration analysis approach. Despite a growing number of studies using concurrent fNIRS-EEG designs reported in recent years, the methodological reference of past studies remains unclear. To fill this knowledge gap, this review critically summarizes the status of analysis methods currently used in concurrent fNIRS–EEG studies, providing an up-to-date overview and guideline for future projects to conduct concurrent fNIRS–EEG studies. A literature search was conducted using PubMed and Web of Science through 31 August 2021. After screening and qualification assessment, 92 studies involving concurrent fNIRS–EEG data recordings and analyses were included in the final methodological review. Specifically, three methodological categories of concurrent fNIRS–EEG data analyses, including EEG-informed fNIRS analyses, fNIRS-informed EEG analyses, and parallel fNIRS–EEG analyses, were identified and explained with detailed description. Finally, we highlighted current challenges and potential directions in concurrent fNIRS–EEG data analyses in future research." @default.
• W4291720785 created "2022-08-16" @default.
• W4291720785 creator A5016936966 @default.
• W4291720785 creator A5021609168 @default.
• W4291720785 creator A5028668157 @default.
• W4291720785 creator A5046688401 @default.
• W4291720785 creator A5070087411 @default.
• W4291720785 creator A5079527792 @default.
• W4291720785 date "2022-08-05" @default.
• W4291720785 modified "2023-10-18" @default.
• W4291720785 title "Concurrent fNIRS and EEG for Brain Function Investigation: A Systematic, Methodology-Focused Review" @default.
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