Ulnar variance detection from radiographic images using deep learning
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Big Data"
DOI: 10.1186/s40537-025-01072-2
Abstract: Ulnar variance is a relative length difference in the wrist between the ulna and radius bones. It is a critical factor in helping to diagnose wrist disorders. The typical standard classification of length difference (ulnar… read more here.
Keywords: deep learning; ulna radius; variance; radiographic images ... See more keywords
DFR-U-Net: Dual residual and feature fusion network for ulna and radius segmentation on dual-energy X-ray absorptiometry images.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of X-ray science and technology"
DOI: 10.3233/xst-230010
Abstract: BACKGROUND Ulna and radius segmentation of dual-energy X-ray absorptiometry (DXA) images is essential for measuring bone mineral density (BMD). OBJECTIVE To develop and test a novel deep learning network architecture for robust and efficient ulna… read more here.
Keywords: dfr net; radius segmentation; segmentation; deep learning ... See more keywords