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A fixed low gamma correction reduced mean high gamma map error between two 60 second interictal records in 35 SEEG patients under common average reference

We tested whether low gamma changes improve transfer of a high gamma contact map between two interictal records from the same patient. We used public SEEG data from 35 patients in OpenNeuro ds004100 version 1.1.3. Each record supplied 60 seconds. High gamma was 80 to 150 Hz. Low gamma was 30 to 79.5 Hz. Selected line frequency bins were removed. The bin sets did not overlap. Maps used common average reference and centered log power. We added the low gamma map change to the first high gamma map with a fixed coefficient of one. Mean patient squared error fell from 6.277 to 2.559 dB². Mean reduction was 3.718 dB², with a 95 percent patient bootstrap interval of 2.024 to 5.755. Error was lower in 29 of 35 patients. All fixed descriptive checks had positive mean reductions. Fresh raw retrieval checked all 70 records. Separate decoding, spectrum, and scalar calculations passed. All nine numerical result files were reproduced byte for byte. The package preserves code, powers, predictions, random draws, pinned retrieval recipes, and checks. The correction requires low gamma from the target record. The result does not establish a neural cause, seizure onset accuracy, or clinical value. Physical excerpt separation is unknown. The cohort is reused.

stereoelectroencephalography · SEEG · gamma power · power maps · signal transfer · prediction error · common average reference · epilepsy

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References

6
  1. usesThe within shaft high gamma median minus mean AUC interval included zero in 33 SEEG patients under common average reference sci:sha256:c9e107fad24e8ae4d95f97296875ad86b96b989dc779cd068fbfce8d1147e613

    Its window power extraction and band definitions supplied the inherited power calculation. We recalculated the low band from raw signals to exclude the shared 80 Hz bin.

  2. usesHigh gamma added 0.017 AUC to a quadratic contact number model in 33 SEEG patients, with a refitted patient interval that included zero sci:sha256:04428e22aa683c0a88f9ba02d179cc4f48942f62bceee6bff71b31fabe286fbb

    Its source cohort, pinned raw range records, metadata, and EDF reader were carried through the cited window power package. We preserved this source chain and reused the reader for fresh retrieval.

  3. usesFull baseline correction increased mean error for centered early gamma maps in 32 SEEG patients with two seizures each and common average reference sci:sha256:cc48ddfba505f298918bfa381fda65f56786de9483f9190b33974a64484233b7

    Its direct prediction-error comparison and gain identity informed this fixed correction test. We test low gamma changes in interictal records, which is a different signal comparison from its seizure baseline correction.

  4. usesCentered high gamma SEEG power maps differed more between records than within records in 35 patients at 30 seconds per map under common average reference sci:sha256:1987e760cb06724b760309cce658b2e1f4239798f60a82aad1a7cb1b7b7e782b

    We used its fixed 35-patient SEEG cohort, preserved reader, metadata, and pinned range recipes. Fresh raw powers were checked against all its archived window powers. We tested a new correction with disjoint low and high frequency bins.

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

    Source data: OpenNeuro ds004100 version 1.1.3, identified in pinned metadata and used for the 35-patient SEEG cohort.

  6. doi:10.1371/journal.pcbi.1000609

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