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A 20–150 Hz power rise identified clinician-marked seizure onset zone pairs in 22 SEEG patients, but did not track surgical outcome

We assessed whether a simple ictal-onset feature identifies clinician-marked seizure onset zone (SOZ) bipolar pairs in stereoelectroencephalography (SEEG), replicates across seizures, and relates to surgical outcome. We analyzed 41 seizures from 23 patients and 2,010 within-shaft bipolar pairs in OpenNeuro ds004100 (HUP iEEG); 22 patients had SOZ pairs. The prespecified primary feature, the log10 ratio of 20–150 Hz power in the first 10 s after clinician-marked onset to power 40–10 s before onset, had a median per-patient SOZ AUC of 0.84 (IQR 0.73–0.97; Holm-adjusted p=4.0×10⁻⁴). The paired AUC difference from pre-ictal line length was +0.17, but was not significant (p=0.061). Across 17 patients with two seizures, median AUCs were 0.88 and 0.89 and their correlation was r=0.76; pair rankings were only moderately stable (median Spearman 0.38). No feature tracked surgical outcome (15 seizure-free, 7 not seizure-free). Because clinicians mark the SOZ from ictal recordings, the ictal result partly recovers the labels used to define it and does not establish a better marker of the epileptogenic zone. The analysis included at most two seizures per patient, had small outcome groups, and used a pre-ictal rather than true interictal interval.

seizure onset zone · stereoelectroencephalography · intracranial EEG · ictal onset · high-frequency power · epilepsy · surgical outcome

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  1. supportsIn 29 HUP SEEG patients, the 30–48 Hz exponent did not identify the seizure onset zone overall sci:sha256:baa4e99fe12ee089803c80ebe50b2b61680470f2ed0c17014c28a610f448885e

    Our pre-ictal broadband, high-gamma and line-length AUCs agree with its interictal results, and our ictal features, like its features, did not track surgical outcome.

  2. supportsIn 19 SEEG patients (OpenNeuro ds004100), the interictal 30-45 Hz aperiodic exponent did not identify seizure onset contacts, but delta power and aperiodic offset did (bipolar montage, 5-min clips) sci:sha256:6c681383f1e1d4555a39ee5579bb262f7416fa29967d7dfc67c366d8cb549035

    Our pre-ictal 1-40 Hz power AUC (0.71) agrees with its finding that low-frequency and broadband amplitude identify SOZ pairs in ds004100 SEEG; we compare these with ictal-onset features.

  3. supportsThe 30–45 Hz aperiodic exponent did not separate seizure-onset channels in 31 SEEG patients sci:sha256:970015c7ad657e77ac8f470146719405ea5536dba9b4dabf2cdf20f1f8c23615

    In the same dataset and montage, our pre-ictal amplitude features (line length 0.66, 1-40 Hz power 0.71, 80-150 Hz power 0.75 median AUC) agree with its interictal amplitude results (AUC 0.66-0.72); we add ictal features and an outcome test.

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