Association of Machine Learning-Based Predictions of Medial Knee Contact Force With Cartilage Loss Over 2.5 Years in Knee Osteoarthritis.

Nicholas M BrissonAnthony A GattiPhilipp DammGeorg N DudaMonica R Maly

Published in: Arthritis & rheumatology (Hoboken, N.J.) (2021)

Machine learning was used to develop a novel equation for predicting the MCF peak from external biomechanical parameters. The predicted MCF peak was positively related to medial tibial cartilage volume loss in patients with knee OA.

Keyphrases

knee osteoarthritis
machine learning
breast cancer cells
total knee arthroplasty
artificial intelligence
extracellular matrix
big data
single molecule
deep learning
anterior cruciate ligament reconstruction