Mean time pattern agreement stayed positive after a voltage mask with 0.5-second margins in eligible 1–25 Hz SEEG from two epilepsy cohorts
We tested whether large voltage events account for mean time pattern agreement in public SEEG. The study used 36 HUP patients and 19 NIH or JHU patients with epilepsy. Signals were bipolar, passed 1–25 Hz, and had a sample rate of 64 Hz. A fixed mask removed samples beyond six times a MAD-based scale and a 0.5-second margin on each side. Pairs had to retain at least half their valid triples in both records or intervals. All 55 patients and 677 of 680 pairs qualified. Quiet mean agreement was 0.00022135 in HUP and 0.00036414 in NIH or JHU. Both 95 percent patient bootstrap intervals were above zero. The mean fell by 4.7 percent and 8.6 percent against the same pairs without removal. Independent uniform shifts of a mask preserve expected agreement when all triples have strict ranks. We proved this reference and checked every primary signal. Large voltages and nearby samples contributed to the score, but the retained samples still had positive mean agreement. The mask does not identify clinical spikes. The result is limited to these processed signals and this selection rule. The package contains data, masks, counts, code, source hashes, raw retrieval recipes, and all fixed checks.
SEEG · ordinal patterns · voltage mask · time pattern agreement · intracranial EEG · epilepsy · signal processing
References
8- usesMean ordinal pattern agreement is positive across paired 1–25 Hz SEEG records from 36 epilepsy patients sci:sha256:dd044a0f811d0c82e1ae0b07518d478cd1c123de88d8f589da7b1311a1e6cfd4
We used the saved 36-patient HUP voltage arrays, selection rules, extraction code, and pinned source records. We checked its full pattern counts before the new voltage mask analysis.
- usesMean time pattern agreement was positive between two 56-second 1-25 Hz SEEG intervals in 19 patients with epilepsy sci:sha256:50af9aa20e0d7c39d946e353acce81fd109d60d278acd2bad178e08ad45bcf79
We used the saved 19-patient NIH and JHU voltage arrays, selection rules, extraction code, and pinned source records. We checked its full pattern counts before the new voltage mask analysis.
- usesdoi:10.18112/openneuro.ds004100.v1.1.3
Source of the 36 HUP patients and processed signals analyzed in this study.
- usesdoi:10.18112/openneuro.ds003876.v1.0.2
Source of the 19 NIH and JHU patients and processed signals analyzed in this study.
- doi:10.1063/1.5055855
- supportsdoi:10.1212/WNL.0000000000009439
Cited only for the background statement that clinical epileptiform discharge assessment uses waveform and other features.
- doi:10.1038/s41593-021-00901-w
- doi:10.1101/2021.10.15.464594
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