Title :
Entropy Partition Method and Its Verification for Medical Data
Author :
Chen, Jing ; Xi, Guangcheng ; Chen, Jianxin
Author_Institution :
Chinese Acad. of Sci., Beijing
Abstract :
Based on the entropy partition method we proposed before, we carry out the verification process according to the lowest requirement for ideal partition result in this paper. A new definition of correlative measure among multi-variables and multi-subsystems is proposed and one full proof for its principal property "superadditivity and uniqueness" is presented. We give the full verification process to the lowest requirement for ideal partition result, thus improve this method to more dependable and more available to the complex, nonlinear, large-scale data.
Keywords :
data handling; medical administrative data processing; entropy partition method; medical data verification; verification process; Automation; Control theory; Entropy; Feedback loop; Intelligent systems; Laboratories; Large-scale systems; Medical diagnostic imaging; Mutual information; Pattern recognition;
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
DOI :
10.1109/ICICIC.2007.288