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Updated: Oct 9, 2026

Automated Joint Space Detection Improves Bone Segmentation Accuracy
Published on: November 28, 2025
[Radiologic quantification of joint changes. A methodological overview]
P L Peloschek1, J Sailer, F Kainberger
1Univ.-Klinik f. Radiodiagnostik, Abteilung f. Osteologie/MR-Einrichtung, Universität Wien. a9300140@unet.univie.ac.at
Abstract:
Osteoarthritis as well as rheumatoid arthritis lead to chronical progressive destruction of diseased joints. As aggressive new treatments need to be evaluated, plenty of (semi-) quantitative methods for the radiological joint evaluation had been developed. They lack sufficient reproducibility due to their low objectivity. Modern approaches of computer-assisted radiological quantification should increase the reproducibility and efficiency of radiological scoring. Automatically calculated, computer-assisted measurements of joint space, cartilage- and synovial volume, periarticular assessment of bone mineral density and quantitative analysis of the subchondral plate will have major impact on the radiological routine of the future.
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