Accurate, automated classification of radiographic knee osteoarthritis severity using a novel method of deep learning: Plug-in modules.

Do Weon LeeDae Seok SongHyuk-Soo HanDu Hyun Ro

Published in: Knee surgery & related research (2024)

The ensemble of PIMs could classify knee osteoarthritis severity using simple radiographs with a fine accuracy. Although improvements will be needed in the future, the model has been proven to have the potential to be clinically useful.

Keyphrases

knee osteoarthritis
deep learning
convolutional neural network
machine learning
artificial intelligence
air pollution
high resolution
human health
risk assessment
climate change