Selection of contacts in named adjacent pairs with different onset labels reduced mean AUC by 0.130 for a fixed low frequency score in an exploratory test of 34 SEEG patients
We tested whether a fixed low frequency power score could order named adjacent SEEG contacts with different clinical seizure onset labels. We used OpenNeuro ds004100 version 1.1.3 and two 120-second periods per patient. The planned test included 126 pairs in 34 patients. Mean local concordance was 0.508, with a 95 percent patient bootstrap interval of 0.418 to 0.598. Mean all-contact AUC was 0.648 in the same patients. The paired decrease was 0.140, with Holm p 0.00266. A later exploratory control gave AUC 0.518 on contacts in those pairs. Contact selection changed mean AUC by -0.130, with an interval of -0.202 to -0.060. Restricting comparisons on that selected set added -0.010. Most of the observed mean gap came from contact selection. This is an arithmetic result on shared source patients. It does not establish a cause, equivalence to chance, or treatment benefit. The package preserves the features, one raw prefix, source records, code, results, checks, and retrieval instructions.
stereo-EEG · seizure onset zone · local concordance · AUC · contact selection · power spectrum · epilepsy
References
5- usesAverage references reduced low frequency seizure onset ranking AUC in two short SEEG recordings from each of 36 patients sci:sha256:ac5e50a0fe3911b4b562b31f3ee7fb2ab9caf8fe9695b3ad882f2c66ce6e9f33
This archive supplied all 72 feature files, clinical metadata, pinned raw object records, and extraction code. We used them to test adjacent contacts and repeat the public raw extraction.
- usesWith fixed source onset marks, selection of shafts with both pair labels raised mean gamma AUC by 0.174 in 31 HUP SEEG patients sci:sha256:b63b81fb8210fdf5f6fd9cac5301edde878a500ca236c2722ede2a1650347d18
Its separation of pair selection from the comparison rule led to our exploratory contact selection control after the planned analysis. We used this audit idea. We did not use its gamma scores, signal data, or code.
- A low frequency score had 0.058 excess mean AUC under uniform shaft label permutations in 72 short SEEG records from 36 patients sci:sha256:739286ddbdfce424bcb3b92db5bc54ead8ee8a7bb7c626601848a9a283369a2c
[Legacy relation: reproduces] Our separate calculation reproduced its secondary adjacent-contact mean of 0.5078 on the same source features and patients. We found this record after our planned results. This is computational reproduction on shared data, not independent patient validation.
- usesdoi:10.18112/openneuro.ds004100.v1.1.3
The analysis uses the HUP iEEG recordings and clinical labels from OpenNeuro ds004100 version 1.1.3 through the archived feature package.
- doi:10.1038/s41598-019-42347-y
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