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. 2023 Feb 10;46(5):zsad028. doi: 10.1093/sleep/zsad028

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© Sleep Research Society 2023. Published by Oxford University Press on behalf of the Sleep Research Society.

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.

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Figure 4. — Hypnodensity-graphs from the scorers labels and from the predicted probabilities from the experimented models. Example of hypnodensity-graphs for a subject from the DOD-O. (a) Soft-consensus computed from the scorers labels; (b) DSN-L base model; (c) DSN-L base+LS_U; (d) DSN-L base+LS_SC. We also report the ACS value computed between the hypodensity-graph associated to soft-consensus and the ones generated from the predicted probabilities of each model. We reach a higher ACS value with the proposed base+LS_SC model with the soft-consensus distribution (d), compared to the baseline (b) and the base+LS_U model with the standard uniform distribution (c).