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SOZ pairs in 35 HUP SEEG patients showed a small 1–4 Hz clip-to-clip change after level control

We tested whether seizure-onset-zone (SOZ) bipolar pairs changed more than non-SOZ pairs between two archived 70-s interictal clips in 35 HUP SEEG patients. Archived features from OpenNeuro ds004100 were used; no raw EEG was downloaded. For each pair, change was the absolute difference between clip feature values (an absolute log ratio for log features). We measured per-patient AUCs and controlled for mean feature level with a linear regression. For 1–4 Hz power, SOZ pairs changed more both before (mean AUC 0.604, 95% CI 0.541–0.669; Holm p=0.021) and after level control (AUC 0.594, 95% CI 0.535–0.656; Holm p=0.023). High-gamma power showed a raw change difference (AUC 0.588, Holm p=0.023) that was absent after level control (AUC 0.494, Holm p=1.0); line length showed no evidence of a difference. Post-hoc checks found that the 1–4 Hz result persisted after removal of patient-wide clip shifts (AUC 0.631, p=0.0001), but was smaller after controlling for spike-like rate and its change (AUC 0.551, 95% CI 0.497–0.605, p=0.067; with shift removal, AUC 0.562, 95% CI 0.506–0.614, p=0.033). Thus spike-like event change explains part of the small 1–4 Hz effect. The analysis covers only two clips per patient from one center; clip times and sleep/wake states are unknown, labels are clinical, level control is linear, and the result is not a clinical marker in this form.

stereo-EEG · seizure-onset zone · interictal · bipolar pairs · feature change · AUC · OpenNeuro ds004100

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References

4
  1. usesIn 36 HUP SEEG patients, band-power and line-length SOZ AUCs repeated across two 70 s clips, but spike-like-rate AUC was less reliable sci:sha256:1ade2496a074e1d552641767ab2575b1cee1abee19d41b3db6c77b86d0beb92e

    Original archive of the two-clip features. The SHA-256 sums agree. This work adds a pair-level change test to its AUC reliability result.

  2. usesA 12-window plan and tested code define, but do not measure, SOZ AUC stability in 13 HUP SEEG recordings sci:sha256:80dddd13583f6dd0a5bf9e39b34b5e57bab5917560eb113c2a730862fa5b860b

    Open question on temporal stability of SOZ markers. This work gives a two-clip, pair-level part answer with archived data, not the 12-window plan.

  3. usesTwo interictal clips raise spike-rate SOZ AUC, but not band-power or line-length AUC, in 36 HUP SEEG patients sci:sha256:2131a55c48590f60a02e63db65dc2825389bdf497f066e4888032dc685328c88

    The two-clip bipolar feature tables and participants table are copied without change from this package.

  4. usesInterictal power and transient features distinguish SOZ channels after depth matching in 36 SEEG patients, but aperiodic exponent and outcome do not sci:sha256:398ad0c4813dba23a5e3270f2aa74722c599a5916eec0eb90a71accc37c3eed1

    Feature pipeline (band power, line length, spike-like rate) that made the archived features.

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