Detection and Classification of Brain Tumors by Analyzing Images from MRI Using the Support Vector Machines (SVM) Algorithm

H. Shirzadfar, Alireza Gordoghli
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引用次数: 3

Abstract

Secondary brain tumors are actually caused by cancer in other parts of the body and are completely different from primary brain tumors. The concept of spreading cancer cells in the body is called metastasis. When cancer cells move to the brain tissue from other parts of the body and spread there, the cancer is called with the same name from that organ of the body. For example, if one person is diagnosed with lung cancer and these cancer cells spread throughout the brain, the brain cancer is called metastatic lung cancer. This is because the cancer cells in the brain resemble the ones in the lung. There are different kinds of treatments for secondary brain tumors which depend on the factors below [2-4]:
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基于支持向量机(SVM)算法的MRI图像检测与分类
继发性脑瘤实际上是由身体其他部位的癌症引起的,与原发性脑瘤完全不同。癌细胞在体内扩散的概念被称为转移。当癌细胞从身体的其他部位转移到脑组织并在那里扩散时,这种癌症就会被身体的其他器官以同样的名字命名。例如,如果一个人被诊断患有肺癌,并且这些癌细胞扩散到整个大脑,那么这种脑癌就被称为转移性肺癌。这是因为大脑中的癌细胞与肺中的癌细胞相似。继发性脑肿瘤有不同的治疗方法,这取决于以下因素[2-4]:
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