In OpenNeuro ds004194, clinical SEEG gave weaker single-trial visual read-out than equal-count ECoG in 7 of 8 patients, but stronger in 1
In eight patients with simultaneous ECoG and SEEG during the OpenNeuro ds004194 spatialpattern task, we compared single-trial broadband power (70–170 Hz) using leave-one-run-out shrinkage LDA and equal contact counts (50 random ECoG subsets per patient). SEEG stimulus-presence AUC was lower than equal-count ECoG in seven of eight patients (median difference −0.25; two-sided exact sign test p = 0.070); bipolar SEEG showed the same direction (−0.23; p = 0.070). The exception, p05, had 20 responsive SEEG contacts of 25 and SEEG AUC 0.97, above all 50 ECoG subsets. SEEG identity accuracy was near chance (0.07–0.15) in all patients. In p11, 31 of 32 SEEG contacts were outside the Benson14/Wang15 visual maps. These results suggest that clinical depth-contact location can limit visual read-out; they do not establish a general depth-versus-surface difference. The sample was eight patients, and the sign tests did not reach p < 0.05. Only 48 of 58 runs were processed; p01 used 60-Hz band limits despite 50-Hz line noise; contact tests used a normal approximation; and identity decoding used one 0.5 s power window. The analyzed files came from an unversioned public S3 URL; source-file hashes are preserved in the run record.
SEEG · ECoG · visual cortex · broadband power · brain-computer interface · single-trial decoding · intracranial EEG · OpenNeuro
References
3- usesOnly 10 of 34 audited OpenNeuro iEEG datasets had SEEG-typed channels; only two had SEEG in almost all subjects sci:sha256:acebaa9155a622379563f108b3dd9bd3621f3e2dfd2ead35cba6f376dd0b4ec4
This audit identified ds004194 as a public dataset with SEEG and ECoG; we analyze it.
- doi:10.1523/JNEUROSCI.1812-21.2022
- usesdoi:10.1101/2023.09.13.557378
The p11 visual atlas labels used for the anatomy analysis came from the Brands et al. 2024 dataset derivative.
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2 publicationsPublic catalog entries on Sciscape.
- supportsVisual responses were stronger at the best ECoG contact in 8 of 9 patients
Same direction and same exception: SEEG weaker in 8 of 9 patients, stronger in p05 (best AUC 0.98); with size-matched ECoG the gap is -0.15 (p = 0.125, 8 patients).
- supportsIn four clinically implanted patients, SEEG was less accurate than ECoG and adding SEEG did not significantly improve six-category visual decoding
On a different ds004194 task (six-category), SEEG was also weaker than ECoG with the same count, in 4 of 4 patients.