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Updated: May 25, 2026

Automated Joint Space Detection Improves Bone Segmentation Accuracy
Published on: November 28, 2025
Ahmed S Zayat1, Jane E Freeston, Philip G Conaghan
1Section of Musculoskeletal Disease, Leeds Institute of Molecular Medicine (LIMM), University of Leeds and NIHR Leeds Musculoskeletal Biomedical Research Unit, Second Floor, Chapel Allerton Hospital, Leeds LS7 4SA, UK. aszayat@doctors.net.uk
Joint position significantly impacts ultrasound assessment of synovitis in inflammatory arthritis. Standardizing hand joints flat and knees at 30° flexion maximizes grey scale and power Doppler scores for reliable imaging.
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