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Updated: Jan 31, 2026

Automatic Detection of Highly Organized Theta Oscillations in the Murine EEG
Published on: March 10, 2017
Delirium detection using relative delta power based on 1-minute single-channel EEG: a multicentre study
T Numan1, M van den Boogaard2, A M Kamper3
1Department of Intensive Care Medicine and Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
A brief EEG recording can help detect delirium in older patients after surgery. This method shows promise for routine, objective delirium detection using slower brain wave frequencies.
Area of Science:
- Neuroscience
- Geriatric Medicine
- Medical Technology
Background:
- Delirium is often unrecognized in clinical practice.
- Electroencephalography (EEG) shows slower frequencies during delirium, suggesting its potential for detection.
- A brief, single-channel EEG recording was investigated for its discriminative performance in identifying delirium.
Purpose of the Study:
- To evaluate the diagnostic value of a brief, single-channel EEG recording for detecting delirium in postoperative patients.
- To assess the discriminative performance of relative delta power (1-4 Hz) from EEG in an independent cohort.
Main Methods:
- A prospective, multicentre study included 159 postoperative patients aged 60 years or older.
- A 5-min EEG recording was obtained before operation and during the first 3 postoperative days.
- Relative delta power was calculated from artifact-free EEG, and its diagnostic accuracy was assessed using the area under the receiver operating characteristic curve (AUROC).
Main Results:
- Delirium or possible delirium was identified on 84 (23.3%) of the postoperative days.
- The AUROC for relative EEG delta power (1-4 Hz) was 0.75 (95% CI 0.69-0.82).
- Exploratory analysis revealed a higher AUROC of 0.78 (95% CI 0.72-0.84) for relative power in the 1-6 Hz range.
Conclusions:
- A single-channel EEG recording, automatically analyzed, can detect delirium in older postoperative patients.
- This objective detection method, offering a continuous scale, is a promising approach for routine delirium screening.
- The findings support the use of EEG-based analysis for improved delirium recognition.
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