基于单样本边扰动网络的癌症个体化诊疗研究

61902144
2019
F0213.生物信息计算与数字健康
孙慧妍
青年科学基金项目
研究员
吉林大学
25万元
生物信息学;基因共表达;个体化诊疗;单样本边扰动网络;癌症分期
2020-01-01到2022-12-31
  • 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 Identification of Cancer Development Related Pathways Based on Co-Expression Analyses 会议论文 Hongyang Jiang;Zhihang Wang;Chaoyi Yin;Peishuo Sun;Ying Xu;Huiyan Sun
2 Metabolic Reprogramming in Cancer is Induced to Increase Proton Production 期刊论文 Huiyan Sun;Yi Zhou;Michael Francis Skaro;Yiran Wu;Zexing Qu;Fenglou Mao;Suwen Zhao;Ying Xu
3 SemiITE: Semi-supervised Individual Treatment Effect Estimation via Disagreement-Based Co-training 会议论文 Qiang Huang;Jundong Li;Jing Ma;Huiyan Sun;Yi Chang
4 Molecular Subtyping of Cancer Based on Robust Graph Neural Network and Multi-Omics Data Integration 期刊论文 Chaoyi Yin;Yangkun Cao;Peishuo Sun;Hengyuan Zhang;Zhi Li;Ying Xu;Huiyan Sun
5 CaMeRe: A Novel Tool for Inference of Cancer Metabolic Reprogramming 期刊论文 Haoyang Li;Juexiao Zhou;Huiyan Sun;Zhaowen Qiu;Xin Gao;Ying Xu
6 Identification of key somatic oncogenic mutation based on a confounder-free causal inference model 期刊论文 Yijun Liu;Ji Sun;Huiyan Sun;Yi Chang
7 Multi-Classification of Cancer Samples Based on Co-Expression Analyses 会议论文 Hongyang Jiang;Qiang Huang;Liang Chen;Zhi Li;Ying Xu;Huiyan Sun;Yi Chang
8 The bioinformatics toolbox for circRNA discovery and analysis 期刊论文 Liang Chen;Changliang Wang;Huiyan Sun;Juexin Wang;Yanchun Liang;Yan Wang;Garry Wong
9 ACM SIGBIO CHINA 2022新星奖 奖励 孙慧妍
10 肿瘤驱动基因识别方法及装置 专利 孙慧妍;姜弘扬;王志航
11 An AutoEncoder-Based Matrix Factorization Approach to Estimating Cell Proportion from Bulk Tumor RNA-seq Data 会议论文 Yingze Xu;Yan Wang;Xuping Xie;Feilong Wang;Qiong Chen;Huiyan Sun
12 Elucidation of Functional Roles of Sialic Acids in Cancer Migration 期刊论文 Huiyan Sun;Yi Zhou;Hongyang Jiang;Ying Xu
13 Molecular Subtyping of Cancer Based on Distinguishing Co-Expression Modules and Machine Learning 期刊论文 Peishuo Sun;Ying Wu;Chaoyi Yin;Hongyang Jiang;Ying Xu;Huiyan Sun
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