Second-level pseudo-labels generated from coarse 30-second sleep stage labels improve PPG-based four-class sleep staging by 3.7-5.7 pp accuracy across six architectures.
International classification of sleep disorders.Chest, 146(5):1387–1394, 2014
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.HC 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Rethinking PPG-based Sleep Staging: Datasets, Metrics, and Benchmarks
Second-level pseudo-labels generated from coarse 30-second sleep stage labels improve PPG-based four-class sleep staging by 3.7-5.7 pp accuracy across six architectures.