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Geetha Lekshmy Vanajamba

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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 · 0 citations

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