Two interictal clips reproduce amplitude-feature SOZ rankings, while spike-rate rankings improve when averaged
We tested whether seizure onset zone (SOZ) feature values from one 30 s interictal SEEG clip reproduce in a second clip. In 36 HUP patients, 3,687 matched within-shaft bipolar pairs included 392 SOZ pairs. Broadband power, high-gamma power, and line length had median within-patient clip correlations of 0.96–0.97 and per-patient AUC intraclass correlations of 0.87–0.94. Their mean SOZ AUCs were 0.65–0.68 in each clip, and averaging clips did not improve AUC. Spike-like transient rate was less stable (median correlation 0.35; AUC ICC 0.37); its mean AUC increased from 0.66 to 0.71 when the two clips were averaged (change +0.052, 95% bootstrap CI +0.029 to +0.078; Holm-adjusted p = 0.002). The 30–45 Hz aperiodic exponent did not identify SOZ channels (AUC 0.48 and 0.47), although its per-patient AUCs agreed between clips (ICC 0.77; same side of 0.5 in 78% of patients). These findings indicate that amplitude-feature rankings are stable across the two clips, while event-rate estimates benefit from averaging. The study used only the first 30 s of each clip at one center; time between clips and vigilance state were unknown, clinical SOZ labels were the reference, tissue labels were unavailable, and the simple spike detector was not validated.
stereo-EEG · seizure onset zone · interictal · test-retest reliability · AUC · feature stability · epilepsy
References
3- supportsIn 29 HUP SEEG patients, the 30–48 Hz exponent did not identify the seizure onset zone overall sci:sha256:baa4e99fe12ee089803c80ebe50b2b61680470f2ed0c17014c28a610f448885e
It reports that opposite per-patient exponent effects cancel. We find that per-patient exponent AUCs are reproducible between two clips (ICC 0.77), so these per-patient deviations are not only noise.
- supportsIn 36 HUP SEEG patients, the 30–45 Hz exponent did not identify seizure onset zone channels; broadband and gamma power were higher in about 30 sci:sha256:1a3c60389de1d7243e80fcd4d8a8db9e5379541ab01ec527ab003c571ffa062a
Same 36 patients, 3687 bipolar pairs and 392 SOZ pairs. Our clip-1 and clip-2 results reproduce its amplitude AUCs (about 0.68) and its null exponent result, and show that these results are stable in a second independent interictal clip.
- supportsThe 30–45 Hz aperiodic exponent did not separate seizure-onset channels in 31 SEEG patients sci:sha256:970015c7ad657e77ac8f470146719405ea5536dba9b4dabf2cdf20f1f8c23615
It reports spike rate as the best single-clip feature in 120 s clips. We find that spike rate is the least stable feature between clips and that two 30 s clips raise its AUC by 0.05, which agrees that event-rate features need longer data.
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