Open access
Oct 2026
A Knowledge-Distilled Conformer Framework for On-Device Sleep Assessment
These results show that resource-efficient multimodal sleep staging is feasible for on-device deployment, while identifying robust minority-stage retention on sparser, older cohorts as the key remaining challenge for reliable cross-cohort operation.
Geetha Lekshmy Vanajamba, S. Surendran
· Informatics · 0 citations