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One log RMS value per pair reduced site accuracy in five SEEG sessions with a fixed reader

We tested two response representations with the same fixed site reader. The data came from five public SEEG sessions in OpenNeuro ds004457, version 1.0.2. The test had 183 sites and 732 pulses. Four earlier pulses per site fitted the reader. The response window was 20 to 100 ms. One log root mean square (RMS) value replaced sixteen signed bins per recording pair. Equal-session mean accuracy fell from 40.56% to 22.65%. All five sessions had lower accuracy. Feature count fell by 93.75%. The exact two-sided patient test gave p = 0.0625. Time-group RMS and absolute bins recovered part of the accuracy. The package has three figures, code, derived data, predictions, models, and source hashes. A raw rebuild and a fresh analysis reproduced the saved inputs and results. The evidence applies to the fixed reader and retrospective pulse split. The cohort and later pulses were used in earlier studies.

SEEG · electrical stimulation · site classification · root mean square · waveform features · feature compression · patient sessions

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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 reused its exact voltage files, selected recording contacts, eligibility rules, and pulse split. We used its fixed covariance reader. The signed primary correct counts match the earlier report. The new test compares fixed response representations.

  2. usesEight selected sites raised accuracy in all five SEEG sessions but raised log score in four sci:sha256:6ea14d902f7540805304f1e86e0d9539a65d008e19a638b20889ef52c0a3d361

    This package supplied the source files and provenance records. We adapted its retrieval, extraction, and input-reading code. Those tools enabled the raw rebuild and the matched feature comparison.

  3. usesMaps selected for 20 to 100 ms voltage error used fewer values and had lower mean site accuracy with a fixed covariance rule in five offline SEEG sessions sci:sha256:1690e537c61d1ea12ee66aa392d0421311b2abbee71cbe388dcb45b7f9ee27bd

    Its study of numeric reader storage gave context for the feature-count question. We tested voltage size and time detail with the original pulse split and reader rule.

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

    Source recordings and metadata for the five analyzed sessions are from OpenNeuro ds004457 version 1.0.2.

  5. supportsdoi:10.1523/JNEUROSCI.1325-22.2023

    This source study provides the clinical and recording context and reports distinct stimulation responses in ventral temporal cortex.

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