Feature Importance Genes from Breast Cancer Subtypes Classification Employing Machine Learning

被引:0
作者
S. S. Bhowmick
D. Bhattacharjee
机构
[1] Department of Electronics and Communication Engineering,
[2] Heritage Institute of Technology,undefined
[3] Department of Computer Science and Engineering,undefined
[4] Jadavpur University,undefined
来源
Russian Journal of Genetics | 2023年 / 59卷
关键词
breast cancer; classification; feature scoring mechanism; gene expression data; machine learning;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:110 / 122
页数:12
相关论文
共 94 条
[1]  
Miller K.D.(2021)Cancer statistics for the US Hispanic/Latino population, 2021 CA: Cancer J. Clin. 71 466-487
[2]  
Ortiz A.P.(2001)Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications Proc. Natl. Acad. Sci. U.S.A. 98 10869-10874
[3]  
Pinheiro P.S.(2006)The molecular portraits of breast tumors are conserved across microarray platforms BMC Genomics 7 1-12
[4]  
Sørlie T.(2009)Supervised risk predictor of breast cancer based on intrinsic subtypes J. Clin. Oncol. 27 1160-3717
[5]  
Perou C.M.(2017)Assessment of breast cancer risk factors reveals subtype heterogeneity subtype heterogeneity for breast cancer risk factors Cancer Res. 77 3708-813
[6]  
Tibshirani R.(2014)Rare breast cancer subtypes: histological, molecular, and clinical peculiarities Oncologist 19 805-536
[7]  
Hu Z.(2002)Gene expression profiling predicts clinical outcome of breast cancer Nature 415 530-679
[8]  
Fan C.(2005)Gene-expression profiles to predict distant metastasis of lymph-node-negative primary breast cancer Lancet 365 671-2009
[9]  
Oh D.S.(2002)A gene-expression signature as a predictor of survival in breast cancer N. Eng. J. Med. 347 1999-13
[10]  
Parker J.S.(2018)An autophagy-related gene expression signature for survival prediction in multiple cohorts of hepatocellular carcinoma patients Oncotarget 9 17368-42