Recent Advances in Morphological Cell Image Analysis

被引:58
|
作者
Chen, Shengyong [1 ]
Zhao, Mingzhu [2 ]
Wu, Guang [3 ,4 ]
Yao, Chunyan [1 ,5 ]
Zhang, Jianwei [5 ]
机构
[1] Zhejiang Univ Technol, Coll Comp Sci & Technol, Hangzhou 310023, Zhejiang, Peoples R China
[2] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310023, Zhejiang, Peoples R China
[3] Guangxi Acad Sci, Nanning 530007, Peoples R China
[4] DreamSciTech Consulting, Shenzhen 518054, Peoples R China
[5] Univ Hamburg, Dept Informat, D-22527 Hamburg, Germany
基金
中国国家自然科学基金;
关键词
CANCER-CELLS; MATHEMATICAL MORPHOLOGY; SEGMENTATION; CLASSIFICATION; SYSTEM; QUANTIFICATION; NEURONS; RECONSTRUCTION; DECOMPOSITION; EXPRESSION;
D O I
10.1155/2012/101536
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper summarizes the recent advances in image processing methods for morphological cell analysis. The topic of morphological analysis has received much attention with the increasing demands in both bioinformatics and biomedical applications. Among many factors that affect the diagnosis of a disease, morphological cell analysis and statistics have made great contributions to results and effects for a doctor. Morphological cell analysis finds the cellar shape, cellar regularity, classification, statistics, diagnosis, and so forth. In the last 20 years, about 1000 publications have reported the use of morphological cell analysis in biomedical research. Relevant solutions encompass a rather wide application area, such as cell clumps segmentation, morphological characteristics extraction, 3D reconstruction, abnormal cells identification, and statistical analysis. These reports are summarized in this paper to enable easy referral to suitable methods for practical solutions. Representative contributions and future research trends are also addressed.
引用
收藏
页数:10
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