… 3.3 Flowchart of tumor segmentation The automated brain tumor segmentation method that
… two main components: preprocessing and segmentation as illustrated in Figure 1. Here we …

… semiautomatic and fully automatic segmentation methods for brain tumor MRI images are …
常见的传统机器学习脑肿瘤分割方法主要有:支持向量机SVM(support vector machine),条件随机场…

… fuzzy C clustering, support vector machine and random forest… in brain tumors recognition
and segmentation in MRI images … machine learning and deep learning methods in brain tumor …

… studies involving brain tumor diagnosis, six studies involving brain tumor … Fully automated
detection and segmentation of … Support vector machine classification of brain metastasis and …

… Fully automatic segmentation of brain tumor images using support vector machine classification
… Med Image Comput Comput Assist Interv,2011,14(Pt3):354-361. [14]王瑞瑞,李陆,丁晓云,…

… Brain tumor segmentation and characterization by pattern analysis of multispectral NMR …
support vector machine (SVM) method can effectively classify brain tissues for brain MR images. …

… The segmentation of brain tumor … segmentation of brain tumor can help clinicians obtain its
location, size, and shape information. We propose a fully automatic brain tumor segmentation …

… A variety of classification methods have been proposed[7], such as … classification and
support vector machines. In our experiment, we used a support vector machine for classification of …

: 针对脑肿瘤磁共振成像(MRI) 勾画数据少, 类别不平衡以及各个私有的数据库具有较大差异导致
脑肿瘤MRI 图像分割困难的问题, 提出了一种基于局部-全局自适应信息学习(ALGIL) 分割算法. …

… This paper experiments with ten popular classification … support vector machines to speed
up the computation process. Numerical experiments show that support vector machines and …