基于生物大数据的分子网络分型的模型及算法研究

11871456
2018
A0604.生物与生命科学中的数学
曾涛
面上项目
副研究员
中国科学院上海营养与健康研究所
52万元
数据整合;网络分型;生物大数据;网络标志物;计算系统生物学
2019-01-01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 Network control principles in identifying personalized driver genes of cancer 期刊论文 Wei-Feng Guo;Shao-Wu Zhang;Tao Zeng;Tatsuya Akutsu;Luonan Chen
2 Editorial: Machine Learning Advanced Dynamic Omics Data Analysis for Precision Medicine 期刊论文 Tao Zeng;Tao Huang;Chuan Lu
3 Gene expression analysis reveals the tipping points during infant brain development for human and chimpanzee 期刊论文 Hui Tang;Ying Tang;Tao Zeng;Luonan Chen
4 Interpreting Functional Impact of Genetic Variations by Network QTL for Genotype–Phenotype Association Study 期刊论文 Kai Yuan;Tao Zeng;Luonan Chen
5 Performance assessment of sample-specific network control methods for bulk and single-cell biological data analysis 期刊论文 Wei-Feng Guo;Xiangtian Yu;Qian-Qian Shi;Jing Liang;Shao-Wu Zhang;Tao Zeng
6 High-Order Correlation Integration for Single-Cell or Bulk RNA-seq Data Analysis 期刊论文 Hui Tang;Tao Zeng;Luonan Chen
7 Exploring Somatic Alteration Associating With Aggressive Behaviors of Papillary Thyroid Carcinomas by Targeted Sequencing 期刊论文 Yi Li;Wei Gao;Xiaojun Cai;Anqi Jin;Jian Shen;Yichun Zhang;Yutong Chen;Bing Hu;Tao Zeng;Xiangtian Yu;Yuanyi Zheng;Yan Wang
8 Noninvasive detection and interpretation of gastrointestinal diseases by collaborative serum metabolite and magnetically controlled capsule endoscopy 期刊论文 Xiang-Tian Yu;Ming Chen;Jingyi Guo;Jing Zhang;Tao Zeng
9 一种基因网络数量性状定位检测方法和系统 专利 曾涛;袁铠;陈洛南
10 A novel network control model for identifying personalized driver genes in cancer 期刊论文 Weifeng Guo;Shaowu Zhang;Tao Zeng;Yan Li;JianXi Gao;Luonan Chen
11 Essential gene expression pattern of head and neck squamous cell carcinoma revealed by tumor-specific expression rule based on single-cell RNA sequencing 期刊论文 Xiangtian Yu;Zhenjia Wang;Tao Zeng
12 Editorial: Cross-Domain Analysis for "All of Us" Precision Medicine 期刊论文 Tao Zeng;Tao Huang;Chuan Lu
13 Identifying Essential Methylation Patterns and Genes Associated With Stroke 期刊论文 Xiangtian Yu;Zijun Gan;Yan Xu;Sibao Wan;Min Li;Shijian Ding;Tao Zeng
14 Identification of Key Genes for the Ultrahigh Yield of Rice Using Dynamic Cross-tissue Network Analysis 期刊论文 Jihong Hu;Tao Zeng;Qiongmei Xia;Liyu Huang;Yesheng Zhang;Chuanchao Zhang;Yan Zeng;Hui Liu;Shilai Zhang;Guangfu Huang;Wenting Wan;Yi Ding;Fengyi Hu;Congdang Yang;Luonan Chen;Wen Wang
15 Dynamically characterizing individual clinical change by the steady state of disease-associated pathway 期刊论文 Shaoyan Sun;Xiangtian Yu;Fengnan Sun;Ying Tang;Juan Zhao;Tao Zeng
16 Single-Cell RNA Sequencing-Based Computational Analysis to Describe Disease Heterogeneity 期刊论文 Tao Zeng;Hao Dai
17 Deep latent space fusion for adaptive representation of heterogeneous multi-omics data 期刊论文 Chengming Zhang;Yabin Chen;Tao Zeng;Chuanchao Zhang;Luonan Chen
18 Network controllability-based algorithm to target personalized driver genes for discovering combinatorial drugs of individual patients 期刊论文 Wei-Feng Guo;Shao-Wu Zhang;Yue-Hua Feng;Jing Liang;Tao Zeng;Luonan Chen
19 Applying artificial intelligence in the microbiome for gastrointestinal diseases: A review 期刊论文 Zeng T;Yu X;Chen Z
20 Vec2image: an explainable artificial intelligence model for the feature representation and classification of high-dimensional biological data by vector-to-image conversion 期刊论文 Hui Tang;Xiangtian Yu;Rui Liu;Tao Zeng
21 Landscape dynamic network biomarker analysis reveals the tipping point of transcriptome reprogramming to prevent skin photodamage 期刊论文 Chengming Zhang;Hong Zhang;Jing Ge;Tingyan Mi;Xiao Cui;Fengjuan Tu;Xuelan Gu;Tao Zeng;Luonan Chen
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