A Hybrid Tumor Gene Selection Method with Laplacian Score and Correlation Analysis

2016 ◽  
pp. 214-223
Author(s):  
Bo Li ◽  
Xiao-Hui Lei ◽  
Yang Hu ◽  
Xiao-Long Zhang
Keyword(s):  
Correlation Analysis ◽  
Gene Selection ◽  
Selection Method ◽  
Gene Selection Method ◽  
Hybrid Tumor ◽  
Laplacian Score ◽  
Tumor Gene

scholarly journals A Gene Selection Method for Cancer Classification

2012 ◽  
Vol 2012 ◽  
pp. 1-5 ◽  
Author(s):  
Xiaodong Wang ◽  
Jun Tian
Keyword(s):  
Correlation Analysis ◽  
Gene Selection ◽  
Reference Range ◽  
Selection Method ◽  
Cancer Classification ◽  
Gene Selection Method ◽  
Number Of Genes ◽  
Good Classification

This paper proposes a method to select a set of genes from a large number of genes with the ability of classifying types of diseases. The proposed gene selection method is designed according to correlation analysis and the concept of 95% reference range. The method is very simple and uses the information of all genes. We have used the method in leukemia patients and achieved good classification results.

Joint neighborhood entropy-based gene selection method with fisher score for tumor classification

2018 ◽  
Vol 49 (4) ◽  
pp. 1245-1259 ◽  
Author(s):  
Lin Sun ◽  
Xiao-Yu Zhang ◽  
Yu-Hua Qian ◽  
Jiu-Cheng Xu ◽  
Shi-Guang Zhang ◽  
...  
Keyword(s):  
Gene Selection ◽  
Selection Method ◽  
Tumor Classification ◽  
Fisher Score ◽  
Gene Selection Method

A novel aggregate gene selection method for microarray data classification

2015 ◽  
Vol 60-61 ◽  
pp. 16-23 ◽  
Author(s):  
Thanh Nguyen ◽  
Abbas Khosravi ◽  
Douglas Creighton ◽  
Saeid Nahavandi
Keyword(s):  
Microarray Data ◽  
Gene Selection ◽  
Data Classification ◽  
Selection Method ◽  
Gene Selection Method

A centroid-based gene selection method for microarray data classification

2016 ◽  
Vol 400 ◽  
pp. 32-41 ◽  
Author(s):  
Shun Guo ◽  
Donghui Guo ◽  
Lifei Chen ◽  
Qingshan Jiang
Keyword(s):  
Microarray Data ◽  
Gene Selection ◽  
Data Classification ◽  
Selection Method ◽  
Gene Selection Method
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