AIBullisharXiv – CS AI · 15h ago6/10
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Explainable Cross-Disease Reasoning for Cardiovascular Risk Assessment from Low-Dose Computed Tomography
Researchers have developed an explainable AI framework that jointly assesses lung and cardiovascular health from low-dose chest CT scans by modeling cross-disease physiological interactions. The system achieves 91.9% AUC for cardiovascular disease screening and outperforms cardiac-specific baselines by explicitly reasoning through pulmonary findings to inform heart risk predictions.