Automatic measurement of lower limb alignment in portable devices based on deep learning for knee osteoarthritis.

Jianfeng YangPeng RenPeng XinYiming WangYonglei MaWei LiuYu WangYan WangGuoqiang Zhang

Published in: Journal of orthopaedic surgery and research (2024)

The automatic measurement tool can assess the alignment of lower limbs in portable devices for knee osteoarthritis patients. The results are reliable, reproducible, and time-saving.

Keyphrases

knee osteoarthritis
deep learning
lower limb
end stage renal disease
machine learning
newly diagnosed
ejection fraction
chronic kidney disease
artificial intelligence
convolutional neural network