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Prediction of knee osteoarthritis progression using radiological descriptors obtained from bone texture analysis and Siamese neural networks: data from OAI and MOST cohorts.

Ahmad Almhdie-ImjabbarKhac-Lan NguyenHechmi ToumiRachid JennaneEric Lespessailles
Published in: Arthritis research & therapy (2022)
The proposed combined model provides a good performance in the prediction of mJSN over 4 to 6 years in patients with relevant KOA. Furthermore, the current study presents an important contribution in showing that TBT-based OA prediction models can work with different databases.
Keyphrases
  • knee osteoarthritis
  • neural network
  • electronic health record
  • bone mineral density
  • computed tomography
  • machine learning
  • body composition