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Centered averaging let later voltage change computed gamma power before onset with causal filtering in 64 SEEG records

We tested whether power before an onset mark depends on later voltage. We used 64 public SEEG seizure records from 32 patients in OpenNeuro ds004100 version 1.1.3. Each patient had eight fixed adjacent contact pairs and two runs. We kept all voltage before each mark fixed. We replaced later voltage with the last earlier sample. We used a causal 70 to 110 Hz filter and a centered 200 ms power average. The mean patient absolute change was 0.612 dB. The descriptive 95 percent patient bootstrap interval was 0.554 to 0.670 dB. The same causal filter with trailing averaging gave exactly zero change. An earlier cut gave a similar result. The test did not show an effect specific to seizure onset. A proof gives the average's possible time dependence. Independent calculations, an offline repeat, and a second source download passed. The package preserves native digital samples, code, provenance, results, and repeat instructions. These results concern the tested processing method and artificial voltage changes. They do not establish neural activity before onset or clinical value.

signal processing · intracranial EEG · SEEG · seizure · gamma power · causal filtering · centered averaging · time dependence · reproducibility

Admitted 1 citing publication

References

4
  1. usesHolding voltage after +20 ms changed pre-pulse power with a centered 1601-tap beta filter in five SEEG patients sci:sha256:26c0cbbfb24c581da95f9f74cacaa4c3500ad9c87237545a54227045e0901359

    Used its method idea of changing later native voltage while keeping earlier voltage fixed. This work applies the test to seizure records. It separates band-pass filtering from power averaging. No input data or numerical results were copied from that method.

  2. usesChoice among 12 scores gave a mean AUC gain of 0.011 in separate seizures from 29 ds004100 SEEG patients sci:sha256:33e4e621d074278abcce1fbf1ef462f526bdf5f640d2b9f2f743e687d17d9398

    Used its 64-record selection, channel and event metadata, source object versions, and EDF layout. These inputs enabled new ten-second native voltage retrievals. New pairs were selected from metadata. Its derived power arrays and AUC results were not used.

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

    This is the exact-version DOI for the public dataset used to retrieve the analyzed SEEG voltage excerpts.

  4. doi:10.3389/fpsyg.2012.00131

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