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Updated: Mar 6, 2026

Automated Joint Space Detection Improves Bone Segmentation Accuracy
Published on: November 28, 2025
[Specific features of joint ultrasound study in patients with rheumatoid arthritis]
E B Komarova1, O A Rebrova1, I I Pokrushka2
1GU 'Luganskij gosudarstvennyj meditsinskij universitet', Lugansk, LNR.
Aim:
To study the specific features of joint ultrasound readings in rheumatoid arthritis (RA) in relation to its duration.
Subjects And Methods:
A total of 162 patients (mean age, 43.54±11.1 years) with a mean RA duration of 3.22±3.13 years were examined. Gray-scale ultrasound study (USS) of hand and ankle joints was performed using color Doppler energy imaging. Group 1 included 78 patients with a RA duration of less than 2 years; Group 2 consisted of 84 patients with a RA duration of more than 2 years.
Results:
Joint USS diagnosed osteochondral erosions twice more frequently than conventional radiography. 82% of the patients with RA were found to have synovitis; 77% had thickening of the synovial membrane (SM) with hypervascularization, the vascularization intensity scores of 2-3 being predominant; and 54% had tenosynovitis of the carpal extensor tendon. Effusion into the joint cavity, SM hypervascularization scores of 2-3, and tenosynovitis were most common in Group 1. SM thickening and osteochondral erosions were prevalent in Group 2.
Conclusion:
Joint USS revealed that angiogenesis and inflammation were dominant in the patients with a RA duration of less than 2 years and the proliferative-destructive processes were prevalent in those with a RA duration of more than 2 years. Identifying the predominance of pathophysiological processes in each specific patient with RA will be able to individualize therapy and to improve the prognosis of the disease.
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