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Preprint Aug 2026

Whole-Body MRI Classification via Prompt-Based Clinical Conditioning

Combining whole-body magnetic resonance imaging (WB-MRI) with clinical variables has the potential to improve systemic disease diagnosis by leveraging complementary sources of patient information. However, structured clinical variables are often incomplete or missing, limiting the applicability of conventional multimod...

L. Daza, M. Hasny, Cristina González et al. · 0 citations
Open access Aug 2026

Cine Cardiac MRI Captures Cardiovascular Disease Risk Beyond Established Clinical Risk Factors: Evidence from the UK Biobank

Early and accurate risk stratification of cardiovascular disease (CVD) is crucial to initiate timely preventive interventions. As large-scale multimodal clinical cohorts become increasingly available, there is growing interest in whether incorporating additional sources of information can improve CVD risk stratificatio...

M. Hasny, L. Daza, K. Bressem et al. · 0 citations

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