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Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80430, first published .
Person holding painful knee, possibly indicating knee pain or arthritis.

Predictive Value of Machine Learning in Knee Osteoarthritis Progression: Systematic Review and Meta-Analysis

Predictive Value of Machine Learning in Knee Osteoarthritis Progression: Systematic Review and Meta-Analysis

Journals

  1. Piotr Tryczyński , Jakub Wrona , Jakub Sałak , Piotr Helbin , Aleksandra Gralec , Sebastian Ożga , Wiktoria Donocik , Aleksandra Spirkowicz . ARTIFICIAL INTELLIGENCE IN THE EARLY DETECTION AND PROGRESSION PREDICTION OF OSTEOARTHRITIS: A NARRATIVE REVIEW OF CURRENT TECHNOLOGIES AND CLINICAL IMPLICATIONS. International Journal of Innovative Technologies in Social Science 2026;3(1(49)) View
  2. Krumsvik R, Høydal K, Høydal Ø. Position paper on symbiotic intelligence in healthcare: Can AI help us better understand suicidal behavior and prevent suicide?. Frontiers in Medicine 2026;13 View
  3. Zheng L, Li J, Wang H, Zhou J, Zhao P, Li Q, Zhang Y, Zheng Y. Artificial intelligence and big data for precision regenerative medicine in knee osteoarthritis: endotyping, responder prediction, and clinical translation. Frontiers in Bioengineering and Biotechnology 2026;14 View
  4. Wang X, Hu B, Chen W, Yang H, Cheng Y, Chen K. Machine learning prediction of post-traumatic osteoarthritis based on three-dimensional printing-derived joint congruence biomechanics in ankle fractures. Frontiers in Medicine 2026;13 View
  5. Bao M, Alkhatatbeh A, Xu J, Chen H, Huang Z, Lu X, Alkhatatbeh T, Hu J. Structured MOAKS-based MRI features for predicting medial joint space narrowing progression: a comparative osteoarthritis initiative study. Frontiers in Physiology 2026;17 View
  6. Salman S, Phadke R, Salman Z, Zeitouny R, Yedupati S, Ong J, Tavakkoli A, Galhotra S, Tripuraneni A, Rizkalla J. Deep Learning Analysis of Routine Preoperative Knee Radiographs for Five-Year Prediction of Contralateral Arthroplasty. Journal of Imaging 2026;12(10):474 View