To systematically map the available evidence on pulmonary nodule visualization quality using photon-counting CT (PCD-CT). This scoping review followed JBI methodology and PRISMA-ScR reporting standards. MEDLINE/PubMed, Embase, and Scopus were searched from January 2021 to January 2026. Studies evaluating pulmonary nodu...
Felix Barajas Ordonez, Isaac Eli Martínez Safar, A. M. Rendón-Garavito et al.· European Radiology Cardiovas...· 0 citations
To synthesize the evidence on the association between the preoperative functional liver imaging score (FLIS) and post-hepatectomy liver failure (PHLF), overall survival (OS), and the discriminative performance of FLIS for PHLF prediction, in patients undergoing hepatectomy for hepatocellular carcinoma (HCC). PubMed, Em...
Felix Barajas Ordonez, I. E. Martínez Safar, Simon D. Westfechtel et al.· European Radiology Abdomen· 0 citations
It is shown that Monte Carlo dropout, applied to a multi-task chest-radiograph classifier, provides an epistemic uncertainty signal that tracks generalisation across training-set scales and flags confident yet error-prone predictions.
Frederik Hauke, P. Wienholt, Christiane Kuhl et al.· arXiv.org· 0 citations
It is demonstrated that pairing a genomic language model with widely available clinical imaging can serve as a hypothesis-free discovery tool for gene--imaging associations invisible to conventional approaches.
Frederik Hauke, Jeremias Krause, P. Wienholt et al.· arXiv.org· 0 citations
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