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Mean MNI HFO spatial scores were above exchange and cyclic cluster reference means in the first hour of 18 SEEG sleep records

We tested first-hour spatial HFO counts in 18 public SEEG sleep records from OpenNeuro ds005398 version 1.1.3. HFO means high-frequency oscillation. The primary reference uniformly exchanged complete channel patterns between clusters with the same mark count. It kept minute totals and channel totals fixed. The mean normalized score was 1.8501. The patient bootstrap 95 percent interval was 1.4962 to 2.3111. An exploratory test kept cyclic order within size groups and used independent uniform shifts. Its mean score was 1.1480, with a bootstrap interval of 1.0781 to 1.2261. Both intervals assume independent, exchangeable patient sampling. Neither test had an exceedance in 9,999 conditional draws. Each added-one probability was 0.0001. Serial order raised the reference expectation in every patient. Excess remained under the cyclic model, which does not keep gaps or phase relations between size groups. These results apply to released MNI detector marks and the stated conditional assumptions. They do not prove biological rate changes or clinical benefit. The package preserves source versions, source bytes, code, exact count maps, draws, checks, and reproduction commands. All 90 result files matched a fresh-input repeat byte for byte.

high-frequency oscillations · stereoelectroencephalography · spatial counts · conditional randomization · epilepsy · OpenNeuro ds005398

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References

6
  1. usesIn the first hour of 18 SEEG sleep records, 30-minute STE HFO maps had higher expected top 20% channel agreement than 5-minute maps sci:sha256:4d9fd5f1eaa1c005c1d288b2e596ac25540bdc558e18948e96c492be41759f09

    We used its pinned ds005398 source archive, manifest, audited event schema, and retrieval code. New public downloads matched all 94 source objects. We did not import its statistical results.

  2. usesSpatial variation of overlapping HFO marks in 30-second bins was 1.01 times the mean from cyclic cluster shifts in 134 SEEG sleep records sci:sha256:c0b80ecfefc949e659a00144fa575d1dea9b62b230e555813be4311d638ee769

    We used its cyclic-order reference and exact moment proof. We added an exploratory test after the primary results. A streamed prefix calculation and an independent circular covariance check made this reference feasible for the larger first-hour MNI annotation set.

  3. usesA fixed variance rule reduced prediction loss for later one-minute counts of unfiltered MNI HFO marks in 18 public SEEG sleep records sci:sha256:72f21f20f6b9dcfc92cc17c59090ef9f0dd07930e1b99d92c42ef8619684350a

    Its count prediction result informed the spatial variation question and the fixed MNI detector choice. The new analysis conditions on total burden and short cluster patterns.

  4. usesSpatial variation of overlapping HFO marks was 1.15 times the mean from cluster exchange within size groups in 134 SEEG sleep records from eight patients sci:sha256:2940ae412f8de43c84dd52ee26d9bbb53833311b2da526ca0a0e2946d03d3a5f

    We adapted its exact cluster exchange moments, proof, and sparse permutation algorithm. We applied them to another dataset and added fixed five-minute exchange windows.

  5. usesdoi:10.18112/openneuro.ds005398.v1.1.3

    This versioned dataset is the source of the 18 SEEG sleep records and released MNI and STE event marks analyzed here.

  6. supportsdoi:10.1111/epi.18545

    The source study paper describes the dataset and its public release.

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