Open access
Sep 2026
MambaSleepCVD for prediction of long term cardiovascular outcomes from polysomnography
The findings suggest that supervised unimodal experts integrated through a fusion engine provide a flexible pathway for prognostic risk ranking from sleep recordings, while reliable CVD screening will require independent external cohorts and explicit confounder control.
A. Calzoni, A. D. Rossi, G. Monachino et al.
· medRxiv · 0 citations