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Jul 2026

Deep Learning to Quantify Body Composition in Lung Cancer Screening-Eligible Individuals.

PURPOSE Most low-dose computed tomography (LDCT) scans in lung cancer (LC) screening are negative, yet contain prognostic information. We developed a fully automated 3D deep learning model for thoracic body composition (BC) quantification from LDCT and evaluated its prognostic value for overall and cause-specific morta...

J. Fingerhut, F. Pallasch, M. Jung et al. · 0 citations
Jul 2026

Region-specific evaluation of Hounsfield units on elbow CT as a predictor of osteoporosis in patients at risk.

BACKGROUND Assessment of osteoporosis is crucial for favorable outcomes after trauma surgery, but a formal DXA scan may not be available preoperatively. The aim of the present study was to assess standardized measurements of Hounsfield units (HU) on CT images of the elbow as a predictor for the presence of osteoporosis...

F. Klingler, Christian Schmid, Nils Mühlenfeld et al. · 0 citations

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