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BIOPAC eog data
Eog Data, supplied by BIOPAC, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/eog+data/eog+data/pm40436514-77-9-22
Average 90 stars, based on 1 article reviews
eog data - by Bioz Stars, 2026-10
90/100 stars

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Article Title: An explainable machine learning framework for predicting driving states using electroencephalogram.
Article Snippet: Objectives: Understanding drivers’ cognitive load is essential for enhancing road safety, as cognitive demands fluctuate across different driving scenarios, potentially impacting performance, and safety, particularly for drivers with neurological disabilities.. This study aims to predict driving states in healthy adult drivers using electroencephalogram (EEG) and machine learning (ML) models; and interpret the neural activity associated with each driving condition.. Methods: EEG data were collected from participants using a Cognionics Quick-20 EEG headset in Resting state, City-way, Highway, and Suburb-way driving states in 360 full-screen real car cabin inside the driving simulator.



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Summary of research using eye features with the combination of other signals.

Journal: Frontiers in Neurorobotics

Article Title: Eye-Tracking Feature Extraction for Biometric Machine Learning

doi: 10.3389/fnbot.2021.796895

Figure Lengend Snippet: Summary of research using eye features with the combination of other signals.

Article Snippet: The EEG and EOG data were recorded using a neuroscan system, while eye movement data were collected using eye-tracking glasses, which included eye blinking, closing eyes, fixation, and saccade.

Techniques: Biomarker Discovery, Imaging