In 8 SEEG patients, geometry-based selection reached 80% of N1-reachable contacts with a median of 5 sites; measured-response oracle needed 3
We asked how many single-pulse stimulation sites are needed to reach most contacts that respond to at least one clinically tested site, and whether contact geometry can guide site selection before stimulation. We used the archived expert-checked N1 table for 8 SEEG patients (335 tested pairs) from OpenNeuro ds005448 snapshot 1.0.0. A greedy order selected from measured responses reached 80% of reachable contacts with 1 to 4 sites (median 3); this in-sample oracle is an optimistic upper reference. A leave-one-patient-out log-distance model using contact positions needed 2 to 12 sites (median 5), and random orders needed 5 to 14 (median 10). Mean coverage over sites 1 to 10 was higher for geometry than random in all 8 patients (mean difference +0.155; exact sign and Wilcoxon p = 0.0078), and lower than the oracle in all 8 (mean difference -0.166; p = 0.0078). Adding stimulated-pair tissue labels did not consistently improve the geometry order (AUC10 higher in 3 patients and lower in 4; Wilcoxon p = 0.81). These results suggest geometry can guide selection before stimulation, while a short measured survey adds value. The study included 8 epilepsy patients from one center and clinically tested pairs only; N1 is an early evoked response, not evidence of behavioral utility or controllability. The tests were not corrected for 12 comparisons.
SEEG · single-pulse electrical stimulation · N1 · brain connectivity · brain-computer interface · site selection · coverage · OpenNeuro
References
2- usesWhite-matter stimulation pairs showed more distance-adjusted N1 responses in five of eight SEEG patients sci:sha256:f7da61230d7412c49e29fa2b54224ba3799dd082dd3a536890abc94af1ee630f
The input is the archived per pair-contact expert-checked N1 table (results/pairs_contacts.json, same SHA-256) from this package.
- usesdoi:10.18112/openneuro.ds005448.v1.0.0
The analysis uses the expert-checked N1 responses and contact geometry from OpenNeuro ds005448 snapshot 1.0.0.
Cited by
2 publicationsPublic catalog entries on Sciscape.
- challengesA distance-only CCEP response model did not transfer across two SEEG datasets without refitting
That work chose sites from a leave-one-patient-out distance model inside ds005448; this result shows that the same distance model is not calibrated in a different dataset with no refit.
- usesDistance from the stimulation site explains most of the N1 map overlap between SEEG stimulation sites; a small site-specific excess remains at 7.5-15 mm (8 patients, ds005448, binary expert N1 labels)
Input table data/pairs_contacts.json (N1 labels and distances for each stimulated pair and contact).