In 28 SEEG patients, adaptive mapping did not improve 3-site coverage; at 5 sites, known coverage drove the gain
We tested whether a stimulation-site order that uses measured N1 maps reaches more contacts than a static distance-only order in archived N1 tables from 28 SEEG patients in three OpenNeuro CCEP datasets. The analysis was offline and included clinically tested sites, recording contacts outside white matter (SEEG contacts only for ds004080), and distances of 10–80 mm. The prespecified primary endpoint, coverage at three sites for ADAPT minus MODEL, was +0.019 (6 better, 4 worse; two-sided patient sign-flip p = 0.21). At five sites the difference was +0.068 (14/2; Holm p = 0.043), while FEEDBACK alone, which excludes already-covered contacts from the score, contributed +0.052; the additional model update contributed +0.015 (p = 0.33). The adaptive order did not reduce the number of sites needed for 90% coverage (mean ADAPT−MODEL difference −0.006, p = 0.76). Near-site map weights rose with more measured sites, but this did not improve the order. N1 rules, stimulation currents, and electrode types differed among datasets; the analysis used only tested sites, and model weights and kernel width were not tuned. The five-site result was secondary; the primary endpoint was not significant.
CCEP · SEEG · electrical stimulation · N1 response · brain-computer interface · coverage · adaptive mapping
References
6- usesThe nearest same-shaft SEEG stimulation pair adds a small held-out N1 prediction gain in 15 patients, mainly for adjacent pairs sci:sha256:71ae04bdf9d1805f1b32a387da34c1f207e5ffd2421626a026f6f9813b333745
Its finding that a nearby site map predicts a new site map motivated the near-site term of the ADAPT model.
- usesIn 28 SEEG patients, refitting the intercept on two stimulation sites lowered held-out log loss, but half the gap to a patient model remained sci:sha256:d35e84962557a3aa9806d096d9f1dd90b8c538d9fee04d151c36e1a39fdab1cd
Original source of the archived site x contact N1 tables (ds005448, ds004696, ds004080).
- usesDistance-only site ordering improves N1 coverage, but greedy measured selection reaches most contacts in 2–3 sites sci:sha256:9d650c93df31420d7bb8888acdb43e22c0c9f361b054a1fb6485f12c4280ddd7
Input N1 tables, inclusion rules and the static MODEL/ORACLE code come from this package; we reproduce its k = 3 values exactly.
- usesdoi:10.18112/openneuro.ds005448.v1.0.0
The archived N1 tables analyzed here include data attributed to OpenNeuro ds005448.
- usesdoi:10.18112/openneuro.ds004696.v1.0.1
The archived N1 tables analyzed here include data attributed to OpenNeuro ds004696.
- usesdoi:10.18112/openneuro.ds004080.v1.2.4
The archived N1 tables analyzed here include data attributed to OpenNeuro ds004080.
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