arxiv
PublishedJuly 28, 2026 at 4:00 AM
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StageGuard: Physiologically Constrained Sleep Staging
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arXiv:2607.23284v1 Announce Type: new Abstract: Automated sleep staging is increasingly used in large-scale studies to derive sleep-architecture endpoints: total sleep time, REM latency, sleep efficiency, and bout-duration statistics. Deep learning models achieve epoch-level accuracy approaching int
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