DYNAMIC CONTRAST ENHANCED MAGNETIC RESONANCE IMAGING PARAMETER BASED COMPUTER ASSISTED DIAGNOSTIC TOOL USING THREE RANDOM VARIABLE CO-OCCURRENCE APPROACH

机译：动态对比度增强磁共振成像参数基于计算机辅助诊断工具，使用三种随机变量共发生方法

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In this research we describe an implementation of the joint statistical co-occurrence analysis of 3 types of dynamic contrast enhanced magnetic resonance (DCE-MR) images of breast tissue for detection of tumors. The method was implemented in distributed and parallel environments to decrease the long execution time caused by the huge size of data. This method is the first known implementation of the joint statistical co-occurrence analysis on 3 types of pharmacokinetic data and also the first implementation of multi-image co-occurrence analysis for medical applications.

机译：在该研究中，我们描述了3种动态对比增强磁共振（DCE-MR）图像的联合统计共生发生分析的实施，以检测肿瘤。该方法在分布式和并行环境中实现，以减少由大小的数据尺寸引起的长执行时间。该方法是第一种已知的3种药代动力学数据的联合统计共生发生分析的实现，也是医疗应用的多图像共生分析的第一次实现。

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《IASTED International Conference on Signal and Image Processing》|2005年||共6页
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作者
Mehmet C. Kale; Bradley D. Clymer; Johannes T. Heverhagen; Michael V. Knopp;
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中图分类 TN911.73-53;
关键词
Three Variable; Co-occurrence Analysis; DCE-MRI;

机译：三变量;共同发生分析;DCE-MRI;

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专利

1. Multispectral Co-Occurrence With Three Random Variables in Dynamic Contrast Enhanced Magnetic Resonance Imaging of Breast Cancer [J] . Kale M.C., Clymer B.D., Koch R.M., IEEE Transactions on Medical Imaging . 2008,第10期

机译：动态对比增强型磁共振成像中三个随机变量的多光谱同时出现。
2. Diagnostic performance of maximum slope: A kinetic parameter obtained from ultrafast dynamic contrast-enhanced magnetic resonance imaging of the breast using k-space weighted image contrast (KWIC) [J] . Ohashi Akane, Kataoka Masako, Kanao Shotaro, European Journal of Radiology . 2019,第期

机译：最大斜率的诊断性能：使用k空间加权图像对比度（KWIC）从超快动态对比度增强磁共振成像获得的动力学参数
3. Intravoxel Incoherent Motion Diffusion-Weighted Imaging Versus Dynamic Contrast-Enhanced Magnetic Resonance Imaging: Comparison of the Diagnostic Performance of Perfusion-Related Parameters in Breast [J] . Jiang Lei, Lu Xu, Hua Bin, Journal of computer assisted tomography . 2018,第1期

机译：椎间杂环相密运动扩散加权成像与动态对比度增强磁共振成像：乳房灌注相关参数的诊断性能比较
4. DYNAMIC CONTRAST ENHANCED MAGNETIC RESONANCE IMAGING PARAMETER BASED COMPUTER ASSISTED DIAGNOSTIC TOOL USING THREE RANDOM VARIABLE CO-OCCURRENCE APPROACH [C] . Mehmet C. Kale, Bradley D. Clymer, Johannes T. Heverhagen, IASTED International Conference on Signal and Image Processing . 2005

机译：动态对比度增强磁共振成像参数基于计算机辅助诊断工具，使用三种随机变量共发生方法
5. Automatic computer aided diagnosis of breast cancer in dynamic contrast enhanced magnetic resonance images [D] . Wu, Hongbo. 2016

机译：自动计算机辅助诊断动态对比度的乳腺癌增强磁共振图像
6. Classification of breast mass lesions on dynamic contrast-enhanced magnetic resonance imaging by a computer-assisted diagnosis system based on quantitative analysis [O] . Jiandong Yin, Jiawen Yang, Zejun Jiang -1

机译：基于定量分析的计算机辅助诊断系统在动态对比增强磁共振成像下对乳腺肿块的分类
7. Diagnostic performance of maximum slope: A kinetic parameter obtained from ultrafast dynamic contrast-enhanced magnetic resonance imaging of the breast using k-space weighted image contrast (KWIC) [O] . Akane Ohashi, Masako Kataoka, Shotaro Kanao, 2019

机译：最大斜坡的诊断性能：使用k空间加权图像对比（KWIC）从超快动态对比度增强磁共振成像获得的动力学参数

DYNAMIC CONTRAST ENHANCED MAGNETIC RESONANCE IMAGING PARAMETER BASED COMPUTER ASSISTED DIAGNOSTIC TOOL USING THREE RANDOM VARIABLE CO-OCCURRENCE APPROACH

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