Verte-Box: A Novel Convolutional Neural Network for Fully Automatic Segmentation of Vertebrae in CT Image

Due to the complex shape of the vertebrae and the background containing a lot of interference information, it is difficult to accurately segment the vertebrae from the computed tomography (CT) volume by manual segmentation. This paper proposes a convolutional neural network for vertebrae segmentatio...

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Bibliographic Details

Published in:	Tomography (Ann Arbor) Vol. 8; no. 1; pp. 45 - 58
Main Authors:	Li, Bing, Liu, Chuang, Wu, Shaoyong, Li, Guangqing
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI 01.01.2022 MDPI AG
Subjects:	Algorithms convolutional neural network CT image feature enhancement Image Processing, Computer-Assisted - methods multi-scale Neural Networks, Computer Spine - diagnostic imaging Tomography, X-Ray Computed vertebrae segmentation feature enhancement CT image multi-scale convolutional neural network vertebrae segmentation
ISSN:	2379-139X, 2379-1381, 2379-139X
Online Access:	Get full text
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