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The 95% bootstrap interval included zero for corrected EEG matching gain over one month in 60 ds004148 adults

A mean eye-state spectrum correction did not establish better EEG person-code matching over one month. The test used 60 healthy adults from OpenNeuro ds004148, version 1.0.1. Five test groups each had 12 candidates. Each correction used session 1 records from the other 48 people. No test person or later session entered fitting. Mean rank increased from 0.7144 to 0.7205. The paired gain was 0.0061, with a 95% bootstrap interval from -0.0364 to +0.0445. The correction was refitted in all 5,000 person bootstrap draws. The primary and six alternate settings had intervals that included zero. Reversing the correction reduced the score. The package preserves all 360 spectra, source hashes, code, candidate scores, draws, and reproduction instructions. Independent numerical checks passed. Four fresh raw records reproduced the stored arrays exactly. These results concern this fixed method and cohort. They do not establish equal performance or a neural mechanism.

electroencephalography · EEG · person identification · power spectrum · eye state · test-retest · bootstrap · OpenNeuro

Admitted 1 citing publication

References

4
  1. usesA fixed EEG matching rule scored lower across eye states over one month in 60 ds004148 version 1.0.1 adults sci:sha256:754234309349045e34746199572df8cafce15d94b0da7f4756083d808ca86444

    The prior matching finding motivated the question. This test uses its feature rule and unchanged source extraction code.

  2. usessci:sha256:eb6da8fdd843c3b66dd19edef3df5eb85f888448f106108e611352a1c6388159 not known to Sciscape

    This test uses all 360 preserved window spectra and their source provenance without change.

  3. usesdoi:10.18112/openneuro.ds004148.v1.0.1

    The study analyzed the EEG records in OpenNeuro ds004148 version 1.0.1.

  4. doi:10.1038/s41597-022-01607-9

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