Toward Automated 3D Spine Reconstruction from Biplanar Radiographs Using CNN for Statistical Spine Model Fitting - Aubert, B.; Vazquez, C.; Cresson, T.; Parent, S.; de Guise, J. A. (IEEE transactions on medical imaging, 2019)
Keywords: 3D reconstruction; Artificial neural networks; Automation; Biplanar x-rays; Confidence intervals; convolutional neural network; Deformable models; Hidden Markov models; Image detection; Image reconstruction; Iterative methods; Mathematical models; Neural networks; Parameters; patch-based methods; Performance assessment; Radiographs; Radiography; Scoliosis; Shape; Solid modeling; Spine; Statistical analysis; Three dimensional models; Three-dimensional displays; Vertebrae