Rank limits gave no site labels at a 90 percent coverage target across five reading times in five offline 6 mA SEEG sessions
We tested whether candidate ranks gave more correct stimulation-site labels than score margins. We used public SEEG data from OpenNeuro ds004457 version 1.0.2. The same reader used two fit and two calibration pulses per site. Both rules used a nominal coverage target of 90 percent across five reading times from 100 to 500 ms. The primary test used 138 sites and 552 pulses from five people at 6 mA. Ranks gave no labels. Margins gave 17 correct and 3 wrong labels. The equal-person change in correct labels was -2.78 percentage points. A set-size bound proved that rank labels were impossible for two people under their fitted limits. The wider cohort also gave no rank labels at this target. All voltage bins rebuilt exactly from 110 hash-checked public source files. The package preserves code, compact data, model states, pulse decisions, figures, and a raw retrieval recipe. This is an exploratory offline comparison in a reused epilepsy cohort. It does not test a live controller or a new session.
SEEG · brain-computer interface · conformal prediction · candidate ranking · selective classification · abstention · intracranial EEG
References
5- Calibration across five reading times kept more true sites but gave fewer labels in five offline 6 mA SEEG sessions sci:sha256:ac8ec2ecea226c968608230f0c3bea607bccca4bb5de45ca8f9d4a5fcccfa565
[Legacy relation: reproduces] The rerun exactly matched all margin score arrays, limits, emitted labels, and label times in ten saved states across both cohorts and both response contexts. Independent raw extraction also matched all five input arrays and event tables.
- usesCalibration across five reading times kept more true sites but gave fewer labels in five offline 6 mA SEEG sessions sci:sha256:ac8ec2ecea226c968608230f0c3bea607bccca4bb5de45ca8f9d4a5fcccfa565
This source supplied compact SEEG bins, fixed contact choices, the five-time margin reader, and raw retrieval code. This study adds candidate-rank limits, a paired comparison, and a set-size feasibility check.
- usesA fixed covariance rule gave higher SEEG site accuracy than a diagonal rule in offline tests from five patient sessions sci:sha256:1407cd9ac712a4bcd551a3738cc90c3fab309b871572cbd6fc644b41555f7886
Its compact voltage bins, fixed recording contacts, MIT retrieval code, and extraction code reach this study through the direct parent. The source files and hashes are preserved. This run rebuilt the inputs from public raw recordings.
- usesdoi:10.18112/openneuro.ds004457.v1.0.2
Source of the public SEEG recordings and event metadata analyzed in this study.
- supportsdoi:10.1523/JNEUROSCI.1325-22.2023
Describes the source recordings, stimulation, and ventral temporal study context.
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