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Weighted site positions reduced squared location error but reduced 10 mm success in five offline SEEG sessions

We tested a weighted position estimate in public SEEG data from five patients with epilepsy. The test used 137 mapped stimulation sites and 548 separate test pulses. Each site had four fit pulses and four test pulses. The same voltage reader supplied both position estimates. We selected the weight scale from fit pulses only. The mean patient reduction in squared location error was 33.3% against the winning-site position. The mean fraction within 10 mm fell from 55.8% to 36.6%. Both changes occurred in all five patients. Thus lower average error did not imply more close estimates. Recording time alone gave 91.9% success within 10 mm. The blocked schedule limits neural and online claims. This is an offline method comparison in one public cohort. The package preserves voltage inputs, code, source hashes, pulse decisions, fitted models, predictions, and three figures. All 110 raw source files passed hash checks. Raw voltage reconstruction and a fresh-process numerical replay passed.

stereoelectroencephalography · SEEG · brain-computer interface · position estimation · spatial error · electrical stimulation · offline evaluation

Admitted 1 citing publication

References

5
  1. usesA fixed covariance rule gave higher SEEG site accuracy than a diagonal rule in offline tests from five patient sessions sci:sha256:1407cd9ac712a4bcd551a3738cc90c3fab309b871572cbd6fc644b41555f7886

    We used its voltage bins, event tables, fixed contact choices, source records, and fixed covariance rule. We tested physical position error at 137 mapped remote 6 mA sites.

  2. usesPulse time alone gave 74.8% mean site accuracy in five offline SEEG tests with shared calibration and test blocks sci:sha256:07f3c9173d8e02cafb724475eb4d7d43bb6e6bf6e042867f73744b4ea8895b75

    Its recording-time control informed the schedule diagnostic. We applied a nearest-fit-time rule to the mapped site subset and measured physical distance and 10 mm success.

  3. usesDivision of evidence by four reduced mean log loss with a fixed Gaussian reader in five offline SEEG sessions sci:sha256:0e0e0f6a34314ea79c4cbfc48b9b3ac8a317696a1d0e1a22699e3b9a775e05cc

    Its evidence-scale result informed the temperature control. We selected single-pulse position weights with fit-only squared distance loss and measured a new spatial error tradeoff.

  4. usesdoi:10.18112/openneuro.ds004457.v1.0.2

    Source dataset analyzed in this publication; the exact version and CC0 license are recorded in the saved dataset metadata.

  5. doi:10.1523/JNEUROSCI.1325-22.2023

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