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...