The Construction of an Individualized Spinal 3D Model Based on the X-ray Recognition

The actual work is devoted to the construction of an individualized mathematical model of the spine, based on the X-ray images in the frontal and sagittal projections using deep learning convolutional neural networks. The semantic segmentation of X-ray images using the convolutional neural network U...

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Bibliographic Details
Main Authors: Irina Grigorieva, Natalya Vyunnik, Gleb Kolpinsky
Format: Article
Language:English
Published: FRUCT 2018-11-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct23/files/Gri.pdf