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Trabecular bone texture analysis of conventional radiographs in the assessment of knee osteoarthritis: review and viewpoint.

Ahmad Almhdie-ImjabbarPawel PodsiadloRichard LjuharRachid JennaneKhac-Lan NguyenHechmi ToumiSimo SaarakkalaEric Lespessailles
Published in: Arthritis research & therapy (2021)
Clear evidence of biological plausibility for TBTA in KOA is already established. The review confirms the consistent association between TBT and important KOA endpoints such as KOA radiographic incidence and progression. TBTA could provide markers for enrichment of clinical trials enhancing the screening of KOA progressors. Major advances were made towards a fully automated assessment of KOA.
Keyphrases
  • knee osteoarthritis
  • clinical trial
  • bone mineral density
  • machine learning
  • deep learning
  • risk factors
  • high throughput
  • magnetic resonance imaging
  • computed tomography
  • postmenopausal women
  • soft tissue
  • open label