This narrative review summarizes current evidence on established and emerging serum and molecular biomarkers in SSc-ILD and their potential clinical applications and highlights the potential of circulating and molecular biomarkers to refine risk stratification and prognostic assessment in SSc-ILD.
Rasha-Ioana Rămoiu-Shehada, A. Mușetescu, L. Florescu et al.· Life· 0 citations
Findings support the technical feasibility of attention-enhanced encoder–decoder architectures for colorectal tumor segmentation on routine CT images, but future studies must prioritize large-scale external validation and patient-level cross-validation to rigorously assess generalizability and specificity.
L. Florescu, C. Obleagă, Mădălin Mămuleanu et al.· Life· 0 citations
In a diagnostically heterogeneous real-world cohort, 1H-MRS significantly improved the accuracy achievable with conventional MRI alone and substantially increased reported diagnostic confidence, with high specificity but only moderate sensitivity.
L. Georgescu, Alexandru Șerbănoiu, A. Costache et al.· Diagnostics· 0 citations
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