Article

Enhancing fracture detection in wrist radiographs via paired synthetic data generation

2025-09-19

Abstract excerpt

<h4>Purpose</h4> Cast artefacts in follow-up wrist radiographs reduce diagnostic image quality and complicate the assessment of fracture healing, displacement, and complications. This study evaluated whether targeted image augmentation and cast suppression can improve automated fracture detection performance, particularly when training datasets underrepresent cast images. <h4>Methods</h4> A previously published...

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Literature Corpus work: 0d4609f2-08b4-5db2-bbc9-7c3c407458e5
DOI: 10.1101/2025.09.18.25336124

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