面向多层次异质性癌症数据的网络分析方法及理论

12071273
2020
A0403.贝叶斯统计与统计应用
吴梦云
面上项目
副教授
上海财经大学
51万元
图模型;正则化方法;多层次异质性;癌症数据;网络分析
2021-01-01到2024-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Gene-gene interaction analysis incorporating network information via a structured Bayesian approach 期刊论文 Xing Qin;Shuangge Ma;Mengyun Wu
2 GEInter: an R package for robust gene-environment interaction analysis 期刊论文 Mengyun Wu;Xing Qin;Shuangge Ma
3 High-Dimensional Gene–Environment Interaction Analysis 期刊论文 Mengyun Wu;Yingmeng Li;Shuangge Ma
4 Identification of Influencing Factors on Self-reported Count Data with Multiple Potential Inflated Values 期刊论文 Yang Li;Mingcong Wu;Mengyun Wu;Shuangge Ma
5 ZINBMM: a general mixture model for simultaneous clustering and gene selection using single‑cell transcriptomic data 期刊论文 Yang Li;Mingcong Wu;Shuangge Ma;Mengyun Wu
6 Bi-level structured functional analysis for genome-wide association studies association studies 期刊论文 Mengyun Wu;Fan Wang;Yeheng Ge;Shuangge Ma;Yang Li
7 Estimation of multiple networks with common structures in heterogeneous subgroups 期刊论文 Xing Qin;Jianhua Hu;Shuangge Ma;Mengyun Wu
8 Multidimensional molecular measurements-environment interaction analysis for disease outcomes. 期刊论文 Yaqing Xu;Mengyun Wu;Shuangge Ma
9 Two-level Bayesian interaction analysis for survival data incorporating pathway information 期刊论文 Xing Qin;Shuangge Ma;Mengyun Wu
10 Structured feature ranking for genomic marker identification accommodating multiple types of networks 期刊论文 Yeheng Ge;Tao Li;Xingdong Feng;Mengyun Wu;Hailong Liu
11 Network-based cancer heterogeneity analysis incorporating multi-view of prior information 期刊论文 Yang Li;Shaodong Xu;Shuangge Ma;Mengyun Wu
12 Robust analysis of cancer heterogeneity for high-dimensional data 期刊论文 Chao Cheng;Xingdong Feng;Xiaoguang Li;Mengyun Wu
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