Auto-segmentation of the tibia and femur from knee MR images via deep learning and its application to cartilage strain and recovery - Kim-Wang, Sophia Y.; Bradley, Patrick X.; Cutcliffe, Hattie C.; Collins, Amber T.; Crook, Bryan S.; Paranjape, Chinmay S.; Spritzer, Charles E.; DeFrate, Louis E. (Journal of biomechanics, 2023)
Keywords: Algorithms; Artificial neural networks; Auto-segmentation; Business metrics; Cartilage; Computer architecture; Confidence intervals; Deep Learning; Femur; Femur - diagnostic imaging; Humans; Image Processing, Computer-Assisted - methods; Image segmentation; Knee; Knee Joint - diagnostic imaging; Learning algorithms; Machine Learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; MRI; Neural networks; Recovery; Soft tissues; Statistical analysis; Strain; Three dimensional models; Tibia; Tibia - diagnostic imaging; U-Net; United States--US; Massachusetts; Auto-segmentation; MRI; Machine Learning; U-Net; Strain