Contact metric loading preserved fixed contrast scores in redundant SEEG montages for 36 patients at 1 to 80 Hz with exact covariance transforms
We tested whether redundant montage rows change scores for fixed SEEG contact contrasts. We used public ds004100 version 1.1.3 data from 36 patients. Each added endpoint row was an exact sum of existing rows. At 1 to 80 Hz and loading 0.1, identity loading changed the scores by a mean absolute value of 0.010571. The 95 percent patient bootstrap interval was 0.008683 to 0.012900. The largest main score change with contact metric loading was 1.92e-14. The proof applies to exact covariance transforms with the same retained contact contrast space and fixed queries. All 72 covariance files were rebuilt from pinned public EDF ranges. Every saved array matched exactly. The package contains the proof, tool, data, source recipe, results, and checks. The scores do not establish neural connections or clinical value.
stereoelectroencephalography · SEEG · montage invariance · covariance · regularization · contact contrasts
References
6- usesAdded endpoint channels increased strong ridge score fractions between disjoint bipolar pairs in 36 SEEG patients at 1–80 Hz and loading 0.0001 sci:sha256:31e24d250a690ff4c5846a1691164eab3e35980cdefda6830c55a0548905c95b
Uses the 72 public contact covariance files, cohort selection, chain rules, source metadata, and rebuild recipe. The new test keeps fixed contact queries and changes the loading geometry.
- usesA contact metric preserved 10 ms signed lag prediction gain across three equivalent shaft contrast bases in 19 SEEG records at 1 to 40 Hz sci:sha256:b371ba4c987622b6bc4712eb8274e3c59b59bcfe09de9d1acb1b346a2ef27fb2
Uses the contact metric penalty principle. The new proof and test cover redundant frames, fixed contrast queries, and covariance range checks.
- usesIn 36 patients, fixed 1–80 Hz SEEG contrasts showed larger covariance shape changes between files than within files sci:sha256:f663d71b5fe518a4b49eafc4b56264ce4f5dc80dad0e319618842dac64c731a5
Uses the adapted EDF header parser and byte range retrieval code. The source recipe and MIT notices are preserved.
- usesdoi:10.18112/openneuro.ds004100.v1.1.3
The analysis uses the HUP iEEG Epilepsy Dataset, OpenNeuro ds004100 version 1.1.3.
- doi:10.1016/j.neuroimage.2018.08.020
- supportsdoi:10.1097/00004691-200305000-00003
This prior work supplies the montage matrix and singular value decomposition context for the range check described in the publication.
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