Deep learning approach for guiding three-dimensional computed tomography reconstruction of lower limbs for robotically-assisted total knee arthroplasty.

Zheng LiXiaofeng ZhangLele DingKebin DuJun YanMatthew T V ChanWilliam K K WuShugang Li

Published in: The international journal of medical robotics + computer assisted surgery : MRCAS (2021)

AI was used for the first time to guide the 3D reconstruction of CT data of lower limbs for facilitating robotic-assisted TKA. Incorporation of AI in 3D model reconstruction before TKA might reduce the workload of radiologists.

Keyphrases

total knee arthroplasty
artificial intelligence
computed tomography
deep learning
total hip
big data
positron emission tomography
dual energy
image quality
contrast enhanced
machine learning
magnetic resonance imaging
electronic health record
magnetic resonance
convolutional neural network
data analysis