Incidental vertebral fracture prediction using neuronal network-based automatic spine segmentation and volumetric bone mineral density extraction from routine clinical CT scans.

Jannis Bodden,Michael Dieckmeyer,Nico Sollmann,Egon Burian, Sebastian Rühling,Maximilian T Löffler,Anjany Sekuboyina,Malek El Husseini,Claus Zimmer,Jan S Kirschke,Thomas Baum

Frontiers in endocrinology（2023）

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摘要

VF prediction based on automatically extracted vBMD from routine clinical MDCT outperforms prediction models based on VF status and count. These findings underline the importance of opportunistic quantitative osteoporosis screening in clinical routine MDCT data.

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关键词

osteoporosis,osteoporotic fractures,bone density,tomography,x-ray computed,artificial intelligence

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