The segmentation of vertebrae in x-ray images is of prime importance in the assessment of abnormalities of the spine. Manual segmentation is prone to errors ...
This is a dissertation in the field of digital image segmentation as apphed to the segmentation of vertebrae in digitized x-ray images. This introductory ...
Aug 12, 2023 · In this research, a novel deep learning model is introduced for spine segmentation and vertebrae recognition using CT images.
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The problem of vertebrae segmentation in digitized x-ray images is addressed with a hierarchical approach that combines three different methodologies.
Jul 8, 2021 · In this study, we segmented the lateral vertebral images using deep learning and produced an algorithm measuring VCR based on the segmented vertebral data.
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Automatic segmentation is much more difficult for X-ray images than for CT or MRI images because they contain overlapping shadows of thoracoabdominal structures ...
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Feb 9, 2024 · VertXNet demonstrated significantly improved performance in vertebral body segmentation and labeling for spinal X-ray imaging.
Segmentation of vertebral contours is an essential task in the design of automatic tools for vertebral fracture assessment. In this paper, we propose a ...
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Jul 2, 2021 · We propose an automated algorithm for directly measuring the VC in a lateral X-ray image of the spine. The algorithm consists of a R2U-Net for ...