Table 2 (i) Clinically non-recommended channel derivations.

From: U-Sleep’s resilience to AASM guidelines

Datasets

U-Sleep-v0

U-Sleep-v1

BSDB

72.5 ± 12.2

72.5 ± 12.0

BSDB(100%)

72.9 ± 12.4

72.9 ± 12.4

  1. Performance of U-Sleep-v0 and U-Sleep-v1, pre-trained on the OA datasets, and evaluated on the test set of the BSDB dataset (data split in Supplementary Table 8), and on the whole BSDB(100%) dataset, i.e., both direct transfer (DT) on BSDB. We report the F1-score (%F1), specifically the mean value and the standard deviation (μ ± σ) computed across the recordings.
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