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q-bio.QM · Quantitative Methods

Channel dispersion estimates decreased interval scores for active MNI HFO counts in 9 of 18 SEEG sleep records

We tested a separate dispersion estimate for each channel against one estimate per patient. The test used released MNI HFO marks from 18 SEEG sleep records in OpenNeuro ds005398 version 1.1.3. The first 30 minutes set the estimates and selected 361 active channels. The next 30 minutes supplied one-minute test counts. The mean normalized interval score decreased from 4.123 to 4.024, but only 9 patients had a lower score. The patient bootstrap interval for the mean gain was -0.048 to 0.274. Coverage decreased from 91.14 percent to 89.66 percent, and mean width decreased from 17.04 to 15.55 marks. The evidence does not show a clear mean gain in this test. Fixed checks gave different results. The package contains a benchmark, archived source bytes, count data, code, hashes, and full reproduction instructions.

high-frequency oscillations · stereoelectroencephalography · prediction intervals · interval score · negative binomial model · channel dispersion · sleep · OpenNeuro

Admitted 1 citing publication

References

4
  1. usesAn update from unfiltered STE marks at strength 0.5 increased mean MNI map error in later 30-minute samples from 18 SEEG records sci:sha256:e301b57e3f3c1121c28c87ff1ff448653851a58474dc972f0a5fc83f41038cac

    The archived dataset locks and retrieval recipe used here came from this study through publication c4a0a1dd-0d52-405b-990d-59b6d96555c3. They identify the same 18 SEEG sleep records and pinned public source objects.

  2. 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

    This study reuses the pinned public source bytes, source manifest, count extraction and retrieval code, and pooled dispersion rule. It adds a separate channel rule and a fixed interval-score comparison on active channels.

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

    The study uses released SEEG marks from OpenNeuro ds005398 version 1.1.3.

  4. supportsdoi:10.1198/016214506000001437

    This paper supports the use and description of the proper interval score.

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Public catalog entries on Sciscape.

  • usesA fixed half average reduced observed mean MNI interval score by 1.16 percent in 18 SEEG sleep records

    This study uses the exact source archive, pinned metadata and object versions, extraction and retrieval code, time split, moment estimator, interval score function, and reference benchmark. The new test fixes half averaging of channel and patient dispersion. The three reference models reproduce 168 prior model metrics exactly. The new verifier adapts the prior audit and adds recurrence and bootstrap checks.