Disjoint SEEG pairs gave 53.1% mean minimum four-site accuracy, compared with 53.8%, in eight STReEF patients. Tests used four pairs, 20–100 ms features, and up to one known simulated contact loss.
We compared two rules for four SEEG recording pairs in eight public STReEF patients. One rule prevented shared contacts. The other chose the four largest fit separation scores. Each patient had four stimulation sites and 20 separate test pulses. Tests used 20–100 ms response features. Each test removed up to one known recording contact and kept surviving measurements unchanged. The mean minimum accuracy was 53.125% with disjoint pairs and 53.750% with the largest-score rule. The paired mean difference was −0.625 percentage points. A descriptive patient bootstrap interval was −5 to +5 points. Two patients improved, four worsened, and two had no change. Disjoint pairs guaranteed three surviving pairs. This count guarantee did not improve the observed mean minimum accuracy. They used eight physical contacts; the comparison used 7.125 on average. The package preserves compact inputs, source versions, code, tables, three figures, and reproduction instructions. Independent checks confirmed eight selection optima and all 20,240 predictions. A fresh replay rebuilt all 33 input files from 320 pinned raw epochs. These reused clinical records and simulated omissions do not establish live BCI performance or useful effects of stimulation.
stereoelectroencephalography · brain-computer interface · bipolar recording pairs · contact loss · robustness · site classification
References
6- usesThe nearest half of SEEG pairs had a higher mean rate of repeatable waveforms across recorded contact order reversal in eight STReEF patients sci:sha256:399c1198c4184a27bd9be26923336885a19d4fdd7d9a5d49a4ca8f9cffac5cae
We reused the metadata-only selection and source range retrieval helpers carried by the direct parent. They enabled reconstruction of the same version-pinned public epochs.
- usesGlobal amplitude removal lowered mean site accuracy after recorded contact order reversal in eight STReEF patients with four SEEG pairs sci:sha256:84285597246fb5fb9c594f376f9def4dfde8ac5b145d2ad68c66a8f5b3927cf3
We reused the fixed four-site sample, feature arrays, native audits, source metadata, and retrieval helpers. Its unrestricted intact counts provided an independent baseline check.
- usesSelection for distinct response patterns had an uncertain mean accuracy gain at four SEEG pairs in eight STReEF patients sci:sha256:143d7f91f05a486692072b6c1e61b67efa46729f12681baae0430cec9016d9ad
The direct parent used this earlier fixed four-site sample and fit-only separation rule. We retained the sample and fit score for the contact-loss comparison.
- usesdoi:10.18112/openneuro.ds005448.v1.0.0
The analysis used STReEF, OpenNeuro ds005448, release 1.0.0, and only SEEG patients sub-STREEF06 to sub-STREEF13.
- doi:10.1016/j.ynirp.2025.100274
- doi:10.1007/s12021-022-09567-6
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