Survey on Segmentation Techniques for Spinal Cord Images

S. Mary, S. Sasikala
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引用次数: 1

Abstract

- Medical imaging is a technique which is used to expose the interior part of the body, to diagnose the diseases and to treat them as well. Different modalities are used to process the medical images. It helps the human specialists to make diagnosis ailments. In this paper, we surveyed segmentation on the spinal cord images using different techniques such as Data mining, Support vector machine, Neural Networks and Genetic Algorithm which are applied to find the disorders and syndromes affected in the spinal cord system. As a result, we have gained knowledge in an identified disarrays and ailments affected in lumbar vertebra, thoracolumbar vertebra and spinal canal. Finally how the Disc Similarity Index values are generated in each method is also analysed.
脊髓图像分割技术综述
-医学成像是一种用于暴露身体内部、诊断疾病和治疗疾病的技术。不同的模式被用来处理医学图像。它帮助人类专家诊断疾病。本文研究了利用数据挖掘、支持向量机、神经网络和遗传算法等不同技术对脊髓图像进行分割,以发现脊髓系统中受影响的疾病和综合征。结果,我们获得了在腰椎、胸腰椎和椎管中确定的紊乱和疾病的知识。最后,分析了每种方法中圆盘相似度指数的生成方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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