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Full baseline correction increased mean error for centered early gamma maps in 32 SEEG patients with two seizures each and common average reference

We tested whether baseline power changes improve the transfer of early seizure maps between two recordings from one patient. We used public OpenNeuro ds004100 version 1.1.3 and a fixed group of 32 SEEG patients. The test had 64 seizures and 3,212 matched contact anchors. Gamma power used 30 to 57 Hz and 63 to 80 Hz. Baseline power used -30 to -10 seconds relative to the supplied onset. Early power used 0 to 10 seconds. We used common average reference and removed each log map's contact mean. Full correction added the complete baseline map change to the first early map. Equal-patient mean squared error increased from 8.20 to 10.90 dB squared. The increase was 2.71 dB squared, with a 95 percent patient bootstrap interval of 0.92 to 4.61. This interval assumes independent patients. Error increased in 26 of 32 patients. All eleven planned method checks had higher mean error. We give an exact condition for benefit and a descriptive test of a smaller correction coefficient. Clinical time order was not established. The result concerns map transfer, not clinical localization. A fresh raw audit passed all 64 recordings and 757,770 stored power values. The package preserves input features, pinned retrieval records, code, predictions, results, proof, and reproduction instructions.

stereoelectroencephalography · seizure · gamma power · baseline correction · map transfer · intracranial EEG

Admitted 2 citing publications

References

6
  1. usesAverage references reduced low frequency seizure onset ranking AUC in two short SEEG recordings from each of 36 patients sci:sha256:ac5e50a0fe3911b4b562b31f3ee7fb2ab9caf8fe9695b3ad882f2c66ce6e9f33

    We used its inherited byte-range transport code in the fresh raw audit. A separate EDF decoder and power calculation checked all stored source powers.

  2. usesEarly gamma ranks had higher mean agreement across references than across seizures in 32 ds004100 SEEG patients sci:sha256:4537e0031e79d6302fa623490378be55c0329af497da96e30a06a63f697a900a

    We used its 64 power files, fixed patient group, metadata, and pinned retrieval records. They supplied the inputs for the new map transfer test.

  3. usesA separate seizure baseline lowered mean early gamma onset-label AUC in 32 SEEG patients under common average reference sci:sha256:79f7126cd4cadba43f5c1908f8df76390a42659e952b7e0e45bc18adeeccddd8

    We retrieved its preserved copy of the source feature archive. Its baseline label result informed the new question. We disclose that prior knowledge in the local analysis plan.

  4. usesdoi:10.18112/openneuro.ds004100.v1.1.3

    The analyzed source features and fixed cohort came from HUP iEEG Epilepsy Dataset ds004100 version 1.1.3.

  5. doi:10.1093/brain%2Fawad007
  6. doi:10.3389/fneur.2026.1862336

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