Prediction of lung cancer using gene expression and deep learning with KL divergence gene selection

[1] Xiao Y(2018)A deep learning-based multi-model ensemble method for cancer prediction Comput Methods Programs Biomed 153 1-9

[2] Wu J(2021)Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries CA Cancer J Clin 71 209-249

[3] Lin Z(2011)Hallmarks of cancer: the next generation Cell 144 646-674

[4] Zhao X(2018)Lung cancer prediction using machine learning and advanced imaging techniques Transl Lung Cancer Res 7 304-312

[5] Sung H(2020)The biology of lung cancer: development of more effective methods for prevention, diagnosis, and treatment Clin Chest Med 41 25-38

[6] Ferlay J(2018)Applications of support vector machine (SVM) learning in cancer genomics Cancer Genomics Proteomics 15 41-51

[7] Siegel RL(1992)An introduction to kernel and nearest-neighbor nonparametric regression Am Stat 46 175-185

[8] Laversanne M(2020)The application of deep learning in cancer prognosis prediction Cancers (Basel) 12 603-117

[9] Soerjomataram I(2015)Deep learning in neural networks: an overview Neural Netw 61 85-874

[10] Jemal A(2006)An introduction to ROC analysis Pattern Recogn Lett 27 861-215

[1] Xiao Y(2018)A deep learning-based multi-model ensemble method for cancer prediction Comput Methods Programs Biomed 153 1-9

[2] Wu J(2021)Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries CA Cancer J Clin 71 209-249

[3] Lin Z(2011)Hallmarks of cancer: the next generation Cell 144 646-674

[4] Zhao X(2018)Lung cancer prediction using machine learning and advanced imaging techniques Transl Lung Cancer Res 7 304-312

[5] Sung H(2020)The biology of lung cancer: development of more effective methods for prevention, diagnosis, and treatment Clin Chest Med 41 25-38

[6] Ferlay J(2018)Applications of support vector machine (SVM) learning in cancer genomics Cancer Genomics Proteomics 15 41-51

[7] Siegel RL(1992)An introduction to kernel and nearest-neighbor nonparametric regression Am Stat 46 175-185

[8] Laversanne M(2020)The application of deep learning in cancer prognosis prediction Cancers (Basel) 12 603-117

[9] Soerjomataram I(2015)Deep learning in neural networks: an overview Neural Netw 61 85-874

[10] Jemal A(2006)An introduction to ROC analysis Pattern Recogn Lett 27 861-215