Application of rough set for medical images data mining

Shuyan Wang; Chunmei Wang; Yan Chen

doi:10.1117/12.867103

18 August 2010 Application of rough set for medical images data mining

Shuyan Wang, Chunmei Wang, Yan Chen

Proceedings Volume 7820, International Conference on Image Processing and Pattern Recognition in Industrial Engineering; 782003 (2010) https://doi.org/10.1117/12.867103
Event: International Conference on Image Processing and Pattern Recognition in Industrial Engineering, 2010, Xi'an, China

Abstract

To study the application of Rough set algorithm for diagnosis breast cancer, attribute reduction strategies of rough set are applied to the data mining of the mammography classification, proposes a medical images classifier based on association rules. Attribute reduction strategies of rough set for medical image data mining are realized. The experiment results are given. The experimental results show that the system performs well in accuracy, verified the great potential of rough set in assistant medical treatment.

Citation Download Citation

Shuyan Wang, Chunmei Wang, and Yan Chen "Application of rough set for medical images data mining", Proc. SPIE 7820, International Conference on Image Processing and Pattern Recognition in Industrial Engineering, 782003 (18 August 2010); https://doi.org/10.1117/12.867103

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