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Identification of Knee Osteoarthritis Based on Bayesian Network: Pilot Study.

Bo ShengLiang HuangXiangbin WangZhuang JieLihua TangChao DengYanxin Zhang
Published in: JMIR medical informatics (2019)
The proposed model presents a promising method to classify people with knee OA when compared with other classification models and the traditional BN model. It could be implemented in clinical practice as a prescreening tool for knee OA, which would not only improve the quality of health care for elderly people but also reduce overall medical costs.
Keyphrases
  • knee osteoarthritis
  • healthcare
  • clinical practice
  • machine learning
  • deep learning
  • total knee arthroplasty
  • anterior cruciate ligament
  • affordable care act
  • anterior cruciate ligament reconstruction