Study on texture analysis of renal cell carcinoma nuclei based on the Fuhrman grading system

被引：6

作者：

Kim, TY ^{[1
]}

Choi, HJ ^{[1
]}

Cha, SJ ^{[1
]}

Choi, HK ^{[1
]}

机构：

[1] Inje Univ, Sch Comp Engn, Gimhae, South Korea

来源：

Healthcom 2005: 7th International Workshop on Enterprise Networking and Computing in Healthcare Industry, Proceedings | 2005年

关键词：

image classification; feature extraction; image texture analysis; biomedical image processing; CHROMATIN TEXTURE;

D O I：

10.1109/HEALTH.2005.1500487

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Texture features of the cell nucleus and chromatin as well as general topological or morphological features which used. many cell image analysis contain important cellular diagnostic and prognostic information. In this paper, we describe the computerized method of nuclei and chromatin texture analysis of renal cell carcinoma image. For this study, 4 feature groups have been defined and selected. After preprocessing, feature parameters were extracted from the cell nuclei images that had been classified based on the Fuhrman nuclear grading system[1]. Finally, we performed the quantitative analysis for the validation of the extracted features.

引用

页码：384 / 387

页数：4

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