The Techniques of Image Mining and Their Applications in Medicine
10.3969/j.issn.1005-202X.2010.01.011
- VernacularTitle:图像挖掘技术及医学应用
- Author:
Yuhong LIU
;
Zhengxiang XIE
- Publication Type:Journal Article
- Keywords:
image mining;
lower layer image mining;
higher layer image mining;
multimedia mining;
forensic medicine
- From:
Chinese Journal of Medical Physics
2010;27(1):1610-1615
- CountryChina
- Language:Chinese
-
Abstract:
Objective:As a branch of image processing,image mining is a subject for great concern.With the development of image acquisition and storage,human can gain a lot of useful image information,but lack of effective analytic technique,so it is a focus of image mining that how to obtain useful image information and make full use of image information.So this paper gives an overview of the research and applications of image mining.Method:Firstly,it presents the concept and primary frame of image mining and the major techniques of lower layer image mining and higher layer image mining.Then,it discusses some applications in the biomedical,DNA analysis,data analysis of medical imaging and forensic medicine and so on.Result:Image mining is that the technique which can mine to discover new and valuable knowledge from vast collection of image.Conclusion:This article expounds the related technologies about image mining by our study of the image mining areas integrating the usual methods of the methods.Then,it identifies some applications in medicine and future research directions of image mining.
