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Conference Sep 2026

Cross-Dataset Wearable Sleep Staging under Source-Only and Target-Normalized Conditions

Cross-dataset evaluation of wearable sleep staging depends on whether normalization uses statistics from the held-out dataset. We examine this issue in four public wearable datasets using a fixed three-class temporal fusion pipeline and leave-one-dataset-out (LODO) evaluation. We compare strict source-only normalizatio...

Yue Fei, Chao Shen, Feng Xiao · 0 citations

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