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Earlier-site variation lowered error divided by first-pulse energy but raised voltage error versus a fixed half-size SEEG forecast from one pulse at 20–500 ms in eight sessions

We tested whether variation from earlier stimulation sites helps forecast SEEG voltage from one pulse at a new site. Public OpenNeuro ds004696 data supplied eight patient sessions, 68 eligible sites, and 688 site-to-readout pairs. Each target had at least two earlier donors. Each donor supplied five pulses before the target first pulse. For centered bipolar voltage at 20–500 ms, the mean patient error reduction from a fixed half-size forecast was 3.48% after division by first-pulse energy. Six patients improved. The descriptive bootstrap interval was 1.00% to 5.91%; the planned exact test gave p = 0.0547. Without an energy divisor, the mean patient error increase was 19.96%. Transfer also had 19.25% higher scaled error than the own five-pulse rule. The gain depends on the error measure. The package preserves a fixed streaming tool, exact products, all scores, figures, source records, and reproduction code.

stereoelectroencephalography · SEEG · neurostimulation · signal processing · brain-computer interfaces · calibration · trial variation · voltage forecasting

Admitted 1 citing publication

References

6
  1. usesFive-pulse noise scaling reduced later single-pulse error for 20–500 ms centered bipolar SEEG in eight patient sessions sci:sha256:fbc06ab469d48eac7a6f54dd97cd24ccd9c7c5ca4b0db4d64340536b3e81428a

    This study uses the exact trial products, pinned source records, and five-pulse forecast rule. It tests a new transfer rule using only earlier donor sites.

  2. usesPre-pulse scaling gave no clear gain over half-size one-pulse forecasts of centered SEEG at 20–500 ms in eight sessions sci:sha256:c1a6a3c0f5a8d96f92be357f0ce364aa66ce21c9528c03993cfa6fdfa20f0ec0

    This study uses its fixed half-size one-pulse control and first-pulse energy error divisor. It tests earlier-site variation instead of target pre-pulse variation.

  3. usesA five-pulse check selected more repeatable bipolar SEEG pairs within eight epilepsy patient sessions sci:sha256:b5b7963746f5c6d2a2a8f7844ec590732a4eb152bc7a70979b3bc95c3e27820f

    This study retains the original readout and pulse selection rules and source retrieval code through the cited data parent.

  4. usesdoi:10.18112/openneuro.ds004696.v1.0.1

    The study analyzes voltage products derived from OpenNeuro ds004696 version 1.0.1; the source and exact version are recorded in provenance.

  5. doi:10.1523/JNEUROSCI.2201-22.2023
  6. doi:10.1371/journal.pcbi.1011105

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