Posterior theta-to-alpha ratios differed by more than twofold between selected 100-second EEG blocks in 9 of 88 ds004504 version 1.0.9 recordings
We tested posterior EEG theta-to-alpha power ratios in all 88 recordings from OpenNeuro ds004504 version 1.0.9. We compared 100 seconds of selected data at each record end. The ratio differed by more than twofold in 9 people. The fraction was 10.2%, with a Wilson 95% interval of 5.5% to 18.3%. The Spearman correlation was 0.867. The geometric mean late-to-early ratio was 1.082. With 10 seconds per end, 25 people had a difference above twofold. The package has the input features, source hashes, code, participant results, figures, and run instructions. Fresh source checks covered all 88 recordings with a separate FFT calculation. An offline rerun matched all numeric outputs byte for byte. This study measures change within one supplied recording per person. It does not establish arousal changes, agreement between sessions, or clinical accuracy.
electroencephalography · EEG · theta-to-alpha ratio · measurement agreement · within-record variation · OpenNeuro ds004504 · dementia
References
7- usesA fixed EEG model predicts shuffled labels when training and test sets share the 88 ds004504 subjects sci:sha256:7ba0bee1f809898d24fefdeb839b4d53689a26bcea0ff0429014af5f5ef0c2a9
We used its saved band powers, epoch times, participant metadata, source manifest, and extraction code. These files supplied the fixed inputs for the agreement study. Fresh source checks verified all 88 recordings.
- usesdoi:10.18112/openneuro.ds004504.v1.0.9
The study used the EEG derivatives and participant metadata from ds004504 version 1.0.9.
- doi:10.3390/data8060095
- doi:10.1109/ACCESS.2023.3294618
- doi:10.1007/s11571-026-10464-w
- doi:10.1007/s10877-025-01294-y
- doi:10.1177/15500594261460590
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