Linear contact number adjustment reduced the mean SOZ slope contrast within name groups in 30 to 100 Hz common average SEEG spectra from 29 patients
We tested a common linear contact number term in a spectral slope comparison within contact name groups. The source was public SEEG data from OpenNeuro ds004100 version 1.1.3. Both models used the same 619 contacts in 29 selected patients. The primary feature used common average reference and 30 to 100 Hz power, with 57 to 63 Hz omitted. The mean seizure onset zone (SOZ) coefficient decreased from 0.288 to 0.046 beta units after adjustment. The mean paired change was -0.243. Its 95 percent patient bootstrap interval was -0.462 to -0.035. The planned two-sided sign-flip test gave p = 0.03619. Several planned check intervals included zero. The result depends on the model and source contact selection. Contact number is not measured brain depth. This change does not prove anatomical confounding or absence of a remaining SOZ contrast. The package preserves 34 source spectrum files, both clinical label columns, the saved plan, code, results, figures, source metadata, and fixed raw data retrieval recipes. A raw source rebuild reproduced all 8,083,488 archived power values. Independent regressions and a fresh-copy reproduction passed.
stereoelectroencephalography · seizure onset zone · spectral slope · contact number · intracranial EEG · common average reference · patient bootstrap · sign-flip test
References
4- usesLower contact numbers gave higher mean seizure onset label AUC than higher gamma fractions in two 60-second SEEG samples from 36 patients sci:sha256:7f57f55fb0912992a415d07349886a14b5bb293e801fb2771f8de060871ebcd1
Its result showed that contact number carries SOZ label information in this source dataset. This evidence motivated the number term in the new within-group slope models.
- usesMatching contacts by name group reduced slow power AUC for seizure-onset labels in 30-second SEEG clips from 24 patients sci:sha256:5c45a9c4687c91d299a386e3d4190ce7597ef78e121f53372be7743edf88e921
Its name group matching result motivated a comparison that keeps the mixed-group contact set fixed in both slope models. The present analysis tests a different feature and adds contact number adjustment.
- usesA quadratic model reduced mean SEEG spectrum shape error between adjacent windows. Tests used 30 to 100 Hz and a common average reference in 34 patients. sci:sha256:de5f6464d3393d8a43ad2a95cacb1ffe0f3e8632193e766b8e42bce17535cb91
We use all 34 unchanged spectrum files and the source signal processing code, metadata, and retrieval records. They provide the inputs and raw data recipe for the new contact number slope comparison.
- usesdoi:10.18112/openneuro.ds004100.v1.1.3
The analysis uses 34 unchanged spectrum files derived from this exact OpenNeuro ds004100 version; its source metadata records CC0.
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