Leveraging large-scale pretrained sleep models via multi-modal fusion for early prediction of cognitive impairment
A. D. Rossi, G. Monachino, A. Calzoni et al.
· 0 citations
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Open access
Sep 2026
MambaSleepCVD for prediction of long term cardiovascular outcomes from polysomnography
Long-term cardiovascular disease (CVD) risk prediction remains a major global clinical priority. This study investigates how much prognostic information full-night polysomnography (PSG) carries after explicitly controlling demographic confounding, and whether combining specialized unimodal representations with continuo...
A. Calzoni, A. D. Rossi, G. Monachino et al.
· medRxiv · 0 citations