Nonnegative matrix factorization of DCE-MRI for prostate cancer classification

2021 ◽  
Author(s):  
Aijie Hou ◽  
Yahui Peng ◽  
Xinchun Li
Keyword(s):  
Prostate Cancer ◽  
Matrix Factorization ◽  
Nonnegative Matrix Factorization ◽  
Nonnegative Matrix ◽  
Cancer Classification ◽  
Dce Mri ◽  
Prostate Cancer Classification

Gene selection and cancer classification using Monte Carlo and nonnegative matrix factorization

RSC Advances ◽  
2016 ◽  
Vol 6 (46) ◽  
pp. 39652-39656 ◽  
Author(s):  
Jing Chen ◽  
Qin Ma ◽  
Xiaoyan Hu ◽  
Miao Zhang ◽  
Dongdong Qin ◽  
...  
Keyword(s):  
Monte Carlo ◽  
Clinical Research ◽  
Matrix Factorization ◽  
Nonnegative Matrix Factorization ◽  
Gene Selection ◽  
Nonnegative Matrix ◽  
Cancer Classification ◽  
Genomic Biomarkers

Cancer classification is a key problem for identifying the genomic biomarkers and treating cancerous tumors in clinical research.

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