A Tree-Structure Mutual Information-Based Feature Extraction and Its Application to EEG-Based Brain-Computer Interfacing

2007 ◽  
Author(s):  
Farid Oveisi ◽  
Abbas Erfanian
Keyword(s):  
Feature Extraction ◽  
Mutual Information ◽  
Tree Structure ◽  
Brain Computer Interfacing ◽  
Computer Interfacing

Image Classification Based on Universal Combination Operation Model

2013 ◽  
Vol 321-324 ◽  
pp. 1869-1872
Author(s):  
Jia Lin Chen ◽  
Cheng Xia Liu
Keyword(s):  
Feature Extraction ◽  
Mutual Information ◽  
Diagnostic Accuracy ◽  
Medical Image ◽  
Fuzzy Reasoning ◽  
Tree Structure ◽  
Operation Model ◽  
Relationship Of ◽  
The Relationship ◽  
Different Parts

The relationship of mutual information and generalized correlative coefficient is studied, a fuzzy reasoning model based on universal combination operation model is proposed. According to position relation with different parts of medical image and morph feature of the pathological region, a method is proposed based on feature extraction of tree structure considering the adjacent parts of tree structure guided medical prior knowledge. The experimental results show that the proposed algorithm can obtain a higher diagnostic accuracy.

Sign in / Sign up

Export Citation Format

Share Document