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84%, higher than the V-net and 3D U-net. CONCLUSION Method of this paper has certain advantages in automatically and accurately segmenting vertebrae regions of CT images. Due to the easy acquisition of spine CT images. It was proven to be more conducive to clinical application of treatment that uses our segmentation model to obtain vertebrae regions, combining with the subsequent 3D reconstruction and printing work. Copyright© Bentham Science Publishers; For any queries, please email at [email protected] There are a f