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Adding a fixed response mean score did not improve average SEEG site accuracy at 20–100 ms in five offline patient tests with four calibration pulses per site

We tested a fixed SEEG site reader with public data from five patients in OpenNeuro ds004457 version 1.0.2. Each site had four calibration pulses and four separate test pulses. The primary response window was 20 to 100 ms. A second reader added a response mean measured from a pre-pulse baseline. Average patient accuracy changed from 40.56% to 39.89%. The change was -0.66 percentage points. Its descriptive 95% patient bootstrap interval was -1.69 to +0.83 points. Four patients had lower accuracy. This test did not establish a benefit or harm from the added mean. Calibration and test times overlapped across sites. This was a retrospective test in reused clinical sessions. The package preserves compact input data, all scores, code, source hashes, three figures, and reproduction instructions. A fresh raw extraction reproduced all ten input files byte for byte. A second analysis reproduced every numerical output. This study did not test a live BCI or a neural write effect.

stereoelectroencephalography · brain-computer interfaces · electrical stimulation · response centering · site classification · calibration · baseline voltage

Admitted 1 citing publication

References

4
  1. usesA joint SEEG shape decoder did not show a clear mean gain over one selected pair in four patient sessions sci:sha256:81f77d4f52365d5b14fed7d3d6db7b430a2cf478b9a6a6062540c4e90bbd8e7c

    Its raw extraction, source retrieval, and pulse eligibility code came through the immediate source reader. We preserved the source code and license. Fresh hash-checked raw retrieval and extraction reproduced all ten input files byte for byte.

  2. 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 exact input voltage arrays, source metadata, eligibility rules, pulse allocation, and centered covariance reader as the comparator. All 732 primary centered decisions matched. The same five patients were reused, so this is not an independent cohort.

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

    Source dataset used for the five-patient analysis; version 1.0.2 is identified in the recorded source manifest and matching saved dataset metadata.

  4. doi:10.1523/JNEUROSCI.1325-22.2023

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