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McHail, Daniel G.

https://orcid.org/0000-0002-7978-9010

A5017931815 | I4405257593

Mayo Clinic

Naval Medical Research Unit DAYTON

Citations 2

A Real-Time Platform for Detection of Hypoxic Burst Dynamics in EEG using BCI2000

2025 12th International IEEE/EMBS Conference on Neural Engineering (NER) | July 9, 2026 | Volume: No volume available | Issue: No issue available | Pages: 936-942

10.1109/ner61569.2025.11589141

EEG burst dynamics as an indicator of a progressive hypoxic state

Journal of Neurophysiology | May 15, 2025 | Volume: 133 | Issue: 6 | Pages: 1980-1996

10.1152/jn.00430.2024 | PMID 40372949

This study reveals how EEG burst activity changes with progressive hypoxia, offering insights into its neural correlates. Increased burst features in specific frequency bands correlate strongly with physiological, such as decreasing peripheral oxygen, task performance, such as declining accuracy, and symptom measures, such as increasing report rate. Our findings characterize a neural signature with potential use for real-time EEG monitoring to enhance hypoxia detection in aviation, potentially improving flight safety.