Emerging Neuroimaging Approach of Hybrid EEG-fNIRS Recordings: Data Collection and Analysis Challenges

Emerging Neuroimaging Approach of Hybrid EEG-fNIRS Recordings: Data Collection and Analysis Challenges

The hybrid EEG-fNIRS (electroencephalogram - functional near-infrared spectroscopy) modality provides a comprehensive understanding of brain activity by simultaneously capturing electrical and hemodynamic responses. It takes advantage of the temporal resolution in EEG with the good spatial resolutio...

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Bibliographic Details
Main Authors: Marco Antonio Pinto-Orellana, Haroon Khan, Hernando Ombao, Peyman Mirtaheri
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Data Science in Science
Subjects:
Hybrid EEG-fNIRS
electrical-hemodynamic coupling
synchronization
data pre-processing
statistical modeling
cross-frequency coupling
Online Access:https://www.tandfonline.com/doi/10.1080/26941899.2024.2426785
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