Deep learning approach to predict pain progression in knee osteoarthritis.

Bochen GuanFang LiuArya Haj MizaianShadpour DemehriAlexey SamsonovAli GuermaziRichard Kijowski

Published in: Skeletal radiology (2021)

DL models using baseline knee radiographs had higher diagnostic performance for predicting pain progression than traditional models using demographic, clinical, and radiographic risk factors.

Keyphrases

knee osteoarthritis
chronic pain
risk factors
deep learning
pain management
neuropathic pain
total knee arthroplasty
machine learning
anterior cruciate ligament