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Mains harmonics exceeded 1% of high-gamma power on 30–57% of monopolar SEEG channels

This analysis measured mains-harmonic power in the 70–150 Hz high-gamma band of SEEG recordings from four public OpenNeuro datasets. It used one 30-s segment from each of 23 recordings (up to six subjects per dataset), beginning 60 s after recording start. For monopolar channels, 29.7–56.9% per dataset had estimated harmonic excess above 1%; 0–9.8% exceeded 10%. A 110 Hz non-harmonic control estimated the measure's noise floor. Adjacent-contact bipolar referencing reduced the share above 1% to 2.7–9.9%, but did not remove all harmonics. Across recordings, the share above 1% was lower with bipolar referencing in 16, higher in 4, and tied in 3 (exact sign test p = 0.012). The median excess fraction was lower in 16 of 23 recordings, a nonsignificant result (p = 0.093); most channels were near the noise floor. High-gamma channel maps changed little in most recordings (Spearman rho ≥ 0.99), while one monopolar recording had rho = 0.83. Mains frequency was assumed to be 60 Hz for two datasets whose sidecars reported n/a. The estimate counts only power above a local baseline within ±1 Hz of harmonics and therefore misses broad or modulated components. Each recording contributed only one 30-s segment; decoding, clinical mapping, and notch filtering were not tested.

SEEG · high-gamma power · mains harmonics · line noise · bipolar referencing · signal processing · OpenNeuro

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References

3
  1. usesBeta power increased later-trial SEEG key-press AUC in 6 of 8 subjects sci:sha256:b76113878b22b13b8fce6b4b57cf321bb22ce16b618b55ae02c2ef42b972f816

    High-gamma decoder on ds004473. Our ds004473 result shows which monopolar channels have harmonic power in its feature band.

  2. supportsSpectral features rank artifact-labeled SEEG contacts in most runs but fail when many contacts are artifacts sci:sha256:1b6ce27f5247388cefeebf66dc5da073fff18629a8284dcacc0e98a0059945f5

    That work ranks artifact contacts by a line-noise ratio. We show that mains harmonics also enter the 70-150 Hz band on many monopolar channels.

  3. supportsOnly 10 of 34 audited OpenNeuro iEEG datasets had SEEG-typed channels; only two had SEEG in almost all subjects sci:sha256:acebaa9155a622379563f108b3dd9bd3621f3e2dfd2ead35cba6f376dd0b4ec4

    That audit found gaps in BIDS channel metadata. We also found gaps: PowerLineFrequency is n/a in ds004473 and ds005624, and ds003498 types depth contacts as ECOG.

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