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Mean 6 dB rise detection increased after marked seizure onset in paired 10 s periods from 26 selected SEEG patients

We tested a fixed spectral rise rule before and after marked seizure onset. We used public stereoelectroencephalography (SEEG) data from OpenNeuro ds004100, version 1.1.3. The study used two seizures from each of 26 selected patients. It included 2,741 local bipolar pairs in 332 contact name groups. Fast power was 20 to 50 Hz. Slow power was 2 to 12 Hz. A detection needed a 6 dB ratio rise in two consecutive one-second blocks. Each seizure had its own earlier baseline. We compared the last 10 seconds before source onset with the first 10 seconds after it. We gave equal weight to groups, seizures, and patients at each level. The mean detection fraction increased from 10.90% to 28.70%. The paired increase was 17.80 percentage points. The 95% patient bootstrap interval was 10.97 to 25.75 points. The increase was positive in 22 patients and negative in four. All seven fixed descriptive checks had positive mean increases. This result shows time separation for one rule in one selected cohort. Pre-onset detections cannot be treated as clinical false alarms. The package contains source records, code, compact signal features, results, figures, and repeat instructions.

seizure onset · stereoelectroencephalography · SEEG · spectral ratio · signal detection · epilepsy

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References

4
  1. usesEarlier sustained 6 dB fast-to-slow power rises gave higher mean SOZ label AUC than rise occurrence within 20 seconds in two seizures from each of 26 SEEG patients sci:sha256:1df366118bf1962f80d9b6f86884a530dcc385bb9e87e576e76ccc40f50df7b0

    We used its fixed cohort, source metadata, headers, pinned range records, and MIT helper code. We added the pre-onset blocks and tested a new endpoint.

  2. usesFast power did not exceed baseline during 29 of 446 first sustained 6 dB ratio rises in 26 SEEG patients sci:sha256:987152b16ad5be13c7e8a209fa86766466413490d020a36415f9fc7f03e9a6ca

    Its test of fast power at ratio detections informed the planned extra fast power rule. We calculated the new before-and-after results from fresh source ranges.

  3. usesdoi:10.18112/openneuro.ds004100.v1.1.3

    The analysis used source metadata and signal ranges from OpenNeuro ds004100 v1.1.3; the exact version is recorded in the source manifest and its saved dataset metadata identifies the release as CC0.

  4. doi:10.1093/brain%2Fawn111

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