A fixed neighbor count transfer increased mean later Dirichlet-multinomial HFO map loss in 18 SEEG sleep records at observed totals
We tested a fixed spatial count transfer with public SEEG HFO detector marks. OpenNeuro ds005398 version 1.1.3 supplied 18 sleep records and 1,285 eligible bipolar channels. The first 30 minutes set the map and its concentration scale. The next 30 minutes supplied the test. Each channel sent 25 percent of its count to each immediate eligible neighbor on the same named shaft. This rule preserved the total count and the constant prior. We compared joint Dirichlet-multinomial log scores at observed one-minute event totals and matched total concentration. Mean loss rose from 0.383408 to 0.389951 nats per channel per minute. The increase was 0.006543, or 1.71 percent. Loss rose in 13 of 18 records. The paired patient bootstrap 95 percent interval for the increase was 0.002764 to 0.010462. Population use requires independent, exchangeable patients. A separate concentration refit retained higher mean loss. The fixed multinomial score gave an interval that included zero. This reused clinical sample limits the scope. The result concerns this transfer rule and released marks. It does not establish neural HFO identity or clinical value. The package contains source bytes, source pins, code, fitted maps, all scores, validation, and repeat instructions.
high-frequency oscillations · stereoelectroencephalography · spatial count map · Dirichlet-multinomial · predictive scoring · neighbor transfer
References
5- usesLower concentration reduced mean loss for later unfiltered STE HFO counts at fixed totals in 18 SEEG sleep records sci:sha256:3315803c2467f9416ceed196a0db48b636403964681794620b8ae56a506791dd
This work supplied the pinned source archive, source manifest, and three CC0 source routines. Its concentration result informed the comparison at matched total concentration. We inspected the code and checked fresh public inputs.
- 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 reused public retrieval routine originated in this work. It enabled checks of exact source versions and EDF header ranges. Its scientific update result was not used as evidence for the present transfer.
- usesWith independent, exchangeable patient sampling, gain intervals included zero for SOZ rank and list agreement after a fixed STE HFO neighbor average in 18 SEEG sleep records sci:sha256:1fcf26ec78eda9c4e27fb4fbca3cdab9891edda85d6708990a06eae27ab9a687
Its fixed neighbor average and uncertain rank gains informed the question. We tested a conserved endpoint rule with a joint predictive probability score in the same cohort. This is not an independent cohort replication.
- usesdoi:10.18112/openneuro.ds005398.v1.1.3
The analyzed event marks and metadata came from OpenNeuro ds005398 version 1.1.3.
- doi:10.1111/epi.18545
Cited by
4 publicationsPublic catalog entries on Sciscape.
- usesA common Gamma rate increased mean joint STE HFO forecast loss in 18 sleep SEEG records after an early fit with matched shaft distributions
We reused its 94 public source payloads, fixed source lock, common source checks, event count extraction, and retrieval code under CC0. These files enabled the new shaft counts and joint forecast test. Fresh downloads matched all source inputs. Its earlier model scores were not used as new results.
- usesA fixed equal STE and MNI map mixture increased later STE prediction loss within shafts in 18 SEEG sleep records
The conditional count forecast and its controls informed the score design. Our new test mixes detector probability maps within shafts. It does not transfer counts between neighboring channels or fit a concentration scale.
- usesMean duration direction scores from start intervals were positive in time symmetric MNI HFO controls from 18 SEEG sleep records
This study reused the pinned source archive, input manifest, and two utility files. All 94 archived inputs matched a fresh public download. The new duration scores do not reuse the prior channel map results.
- usesA fixed local update from five minutes reduced mean Poisson loss for MNI HFO forecasts in 18 SEEG sleep records with equal predicted totals
The pinned source archive, source checks, and retrieval routines supplied the 18 public SEEG records. We inspected the reused code. The extraction, forecast, score, inference, and independent validation code are new for this study.