Brain MRI Image Segmentation in View of Tumor Detection: Application to Multiple Sclerosis

机译：脑部MRI图像分割考察肿瘤检测：应用于多发性硬化的应用

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Multiple Sclerosis (MS) is an inflammatory and demyelization disease that causes the disorder of the central nervous system. Magnetic resonance imaging (MRI) becomes the most important means for a better understanding of the disease. A variety of methods to segment these lesions are available to make the lesions detection less fastidious. So, we use a robust algorithm on EM algorithm that proposes an original detection scheme for outliers. The results obtained are very satisfactory.

机译：多发性硬化症（MS）是一种炎症和脱髓鞘疾病，导致中枢神经系统的疾病。磁共振成像（MRI）成为更好地理解该疾病的最重要手段。各种分割这些病变的方法可用于使病变检测不太挑剔。因此，我们在EM算法上使用强大的算法，该算法为异常值提出了原始检测方案。获得的结果非常令人满意。

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《International Conference on Image and Signal Processing》|2012年||共11页
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Rabeb Mezgar; Mohamed Ali Mahjoub; Randa Salem; Abdellatif Mtibaa;
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中图分类 TP3-53;
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EM algorithm; Multiple sclerosis; Magnetic Resonance Imaging; Levels-Sets;

机译：EM算法;多发性硬化;磁共振成像;水平集;

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1. Improved particle swarm optimized deep convolutional neural network with super-pixel clustering for multiple sclerosis lesion segmentation in brain MRI imaging [J] . Krishna Priya R., Chacko Susamma International journal for numerical methods in biomedical engineering . 2021,第9期

机译：改进的粒子群优化深卷积神经网络，具有超像素聚类，用于脑MRI成像中的多发性硬化病变分段
2. An efficient wavelet-based image fusion for brain tumor detection and segmentation over PET and MRI image [J] . Preethi S., Aishwarya P. Multimedia Tools and Applications . 2021,第10期

机译：一种高效的基于小波的脑肿瘤检测图像融合和PET和MRI图像的分割
3. Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches [J] . Lladó X., Oliver A., Cabezas M., Information Sciences: An International Journal . 2012,第Null期

机译：脑MRI中多发性硬化病变的分割：自动化方法的综述
4. Brain MRI Image Segmentation in View of Tumor Detection: Application to Multiple Sclerosis [C] . Rabeb Mezgar, Mohamed Ali Mahjoub, Randa Salem, International conference on image and signal processing . 2012

机译：肿瘤检测视角的脑MRI图像分割：在多发性硬化症中的应用
5. A Bayesian Framework for 4-D Segmentation of Multiple Sclerosis Lesions in Serial MRI in the Brain [D] . Elliott, Colm. 2016

机译：颅脑MRI中多发性硬化病变4-D分段的贝叶斯框架
6. OASIS is Automated Statistical Inference for Segmentation with applications to multiple sclerosis lesion segmentation in MRI [O] . Elizabeth M. Sweeney, Russell T. Shinohara, Navid Shiee, 2013

机译：OASIS是用于分割的自动化统计推断可应用于MRI中的多发性硬化病灶分割
7. Brain MRI Image Segmentation in View of Tumor Detection: Application to Multiple Sclerosis [O] . Rabeb Mezgar, Mohamed Ali Mahjoub, Randa Salem, 2012

机译：脑部MRI图像分割考察肿瘤检测：应用于多发性硬化的应用

Brain MRI Image Segmentation in View of Tumor Detection: Application to Multiple Sclerosis

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