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
References
4- 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.
- 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.
- 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.
- 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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