Analysis of Expression Pattern of snoRNAs in Different Cancer Types with Machine Learning Algorithms.

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第一作者： Xiaoyong,Pan

第一单位： College of Life Science, Shanghai University, Shanghai 200444, China. xypan172436@gmail.com.;Department of Medical Informatics, Erasmus MC, 3015 CE Rotterdam, The Netherlands. xypan172436@gmail.com.

作者： Xiaoyong,Pan ^[1] ; Lei,Chen ^[2] ; Kai-Yan,Feng ^[3] ; Xiao-Hua,Hu ^[4] ; Yu-Hang,Zhang ^[5] ; Xiang-Yin,Kong ^[6] ; Tao,Huang ^[7] ; Yu-Dong,Cai ^[8]

作者单位： College of Life Science, Shanghai University, Shanghai 200444, China. xypan172436@gmail.com.;Department of Medical Informatics, Erasmus MC, 3015 CE Rotterdam, The Netherlands. xypan172436@gmail.com. ^[1] College of Information Engineering, Shanghai Maritime University, Shanghai 201306, China. chen_lei1@163.com.;Shanghai Key Laboratory of PMMP, East China Normal University, Shanghai 200241, China. chen_lei1@163.com. ^[2] Department of Computer Science, Guangdong AIB Polytechnic, Guangzhou 510507, China. addland@126.com. ^[3] Department of Biostatistics and Computational Biology, School of Life Sciences, Fudan University, Shanghai 200438, China. xhhu@fudan.edu.cn. ^[4] Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China. zhangyh825@163.com. ^[5] Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China. xykong@sibs.ac.cn. ^[6] Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China. huangtao@sibs.ac.cn. ^[7] College of Life Science, Shanghai University, Shanghai 200444, China. cai_yud@126.com. ^[8]

关键词 Monte Carlo feature selection RIPPER algorithm cancer type snoRNA support vector machine

主题词算法(Algorithms);基因表达调控, 肿瘤(Gene Expression Regulation, Neoplastic);人类(Humans);蒙特卡罗法(Monte Carlo Method);肿瘤(Neoplasms);RNA, 小核仁(RNA, Small Nucleolar)

DOI 10.3390/ijms20092185

PMID 31052553

发布时间 2020-02-25

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