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At threshold 0.5, fixed beta and high gamma SEEG models gave lower mean positive fractions between trials than before fixation in eight patients

We tested fixed beta and high gamma SEEG models in eight patients from public dataset ds004473, version 1.0.1. We retrieved 9,807 unused 500-sample windows from 1,017 later intertrial intervals. We kept the original models, training scale values, and 0.5 threshold. The equal-patient mean positive score fraction was 25.08% in new controls and 29.56% in the paired original pre-fixation controls. The mean difference was -4.49 percentage points. The descriptive 95% patient bootstrap interval was -6.66 to -2.17 points. The exact patient sign-flip p value was 0.03125. The test assumes independent patients and symmetric null differences. The source cohort is reused. The event labels do not prove absence of movement in the new windows. The package preserves new features, fixed models, source versions, raw fixtures, source code, checks, and repeat instructions.

stereoelectroencephalography · SEEG · intertrial interval · beta power · high gamma · control windows · logistic model

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References

3
  1. usesAdding high gamma lowered loss for separate pre-key and pre-fixation SEEG windows in fixed tests of later trials from eight patients sci:sha256:2015fddf2a4725d9f13bd2ebd1d89a80974e3c5f497fd2c26300dc3158478a8e

    We use the fixed SEEG models, original half-second features, trial splits, source event and channel files, source versions, and source code. We retrieve unused later intertrial samples and test how the control window changes the fixed model score fraction.

  2. usesdoi:10.18112/openneuro.ds004473.v1.0.1

    The analysis uses OpenNeuro ds004473 version 1.0.1; the fixed Git commit and S3 object versions are recorded in the publication package.

  3. doi:10.1088/1741-2552%2Facae0a

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