A Deep Neural Network Model using Random Forest to Extract Feature Representation for Gene Expression Data Classification
Author:
Funder
U.S. Department of Health & Human Services | National Institutes of Health
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/s41598-018-34833-6.pdf
Reference31 articles.
1. Kursa, M. B. Robustness of random forest-based gene selection methods. BMC bioinformatics 15, 8 (2014).
2. Cai, Z. et al. Classification of lung cancer using ensemble-based feature selection and machine learning methods. Mol. BioSystems 11, 791–800 (2015).
3. Chen, Y.-C., Ke, W.-C. & Chiu, H.-W. Risk classification of cancer survival using ann with gene expression data from multiple laboratories. Comput. biology medicine 48, 1–7 (2014).
4. Liang, Y. et al. Sparse logistic regression with a l 1/2 penalty for gene selection in cancer classification. BMC bioinformatics 14, 198 (2013).
5. Algamal, Z. Y. & Lee, M. H. Penalized logistic regression with the adaptive lasso for gene selection in high-dimensional cancer classification. Expert. Syst. with Appl. 42, 9326–9332 (2015).
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