基于多组学数据的癌症驱动信号通路的识别算法研究

61877064
2018
F0126.电子信息与其他领域交叉
张玉森
面上项目
教授
山东大学
50万元
组合优化;癌症驱动通路;互斥性;驱动突变;多组学数据
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 Comprehensive and functional analyses reveal the genomic diversity and potential toxicity of Microcystis 期刊论文 Hengchun Cao;Da Xu;Tiantian Zhang;Qiufang Ren;Li Xiang;Chunhui Ning;Yusen Zhang;Rui Gao
2 DriverRWH: discovering cancer driver genes by random walk on a gene mutation hypergraph 期刊论文 Chenye Wang;Junhan Shi;Jiansheng Cai;Yusen Zhang;Xiaoqi Zheng;Naiqian Zhang
3 Multi-scale supervised clustering-based feature selection for tumor classification and identification of biomarkers and targets on genomic data 期刊论文 Da Xu;Jialin Zhang;Hanxiao Xu;Yusen Zhang;Wei Chen;Rui Gao;Matthias Dehmer
4 Multi-Omics Approach Reveals the Potential Core Vaccine Targets for the Emerging Foodborne Pathogen Campylobacter jejuni 期刊论文 Hengchun Cao;Hanxiao Xu;Chunhui Ning;Li Xiang;Qiufang Ren;Tiantian Zhang;Yusen Zhang;Rui Gao
5 mHMDA: Human Microbe-Disease Association Prediction By Matrix Completion and Multi-Source Information 期刊论文 Chuanyan Wu;Rui Gao;Yusen Zhang
6 DeepMal: Accurate prediction of protein malonylation sites by deep neural networks 期刊论文 Minghui Wang;Xiaowen Cui;Shan Li;Xinhua Yang;Anjun Ma;Yusen Zhang;Bin Yu
7 Identifying anticancer peptides by using a generalized chaos game representation 期刊论文 Li Ge;Jiaguo Liu;Yusen Zhang;Matthias Dehmer
8 FS–GBDT:identification multicancer-risk module via a feature selection algorithm by integrating Fisher score and GBDT 期刊论文 Jialin Zhang;Da Xu;Kaijing Hao;Yusen Zhang;Wei Chen;Jiaguo Liu;Rui Gao;Chuanyan Wu;Yang De Marinis
9 FCTP-WSRC: Protein–Protein Interactions Prediction via Weighted Sparse Representation Based Classification 期刊论文 Meng Kong;Yusen Zhang;Da Xu;Wei Chen;Matthias Dehmer
10 PTPD: predicting therapeutic peptides by deep learning and word2vec 期刊论文 Chuanyan Wu;Rui Gao;Yusen Zhang;Yang De Marinis
11 PEPRF: Identification of Essential Proteins by Integrating Topological Features of PPI Network and Sequence-based Features via Random Forest 期刊论文 Chuanyan Wu;Bentao Lin;Kai Shi;Qingju Zhang;Rui Gao;Zhiguo Yu;Yang De Marinis;Zhi-Ping Liu;Yusen Zhang
12 Novel Collaborative Weighted Non-negative Matrix Factorization Improves Prediction of Disease-Associated Human Microbes 期刊论文 Da Xu;Hanxiao Xu;Yusen Zhang;Rui Gao
13 QIMCMDA:MiRNA-Disease Association Prediction by q-Kernel Information and Matrix Completion 期刊论文 Wang Lin;Chen Yaguang;Naiqian Zhang;Wei Chen;Yusen Zhang;Rui Gao
14 MDAKRLS: Predicting human microbe-disease association based on Kronecker regularized least squares and similarities 期刊论文 Da Xu;Hanxiao Xu;Yusen Zhang;Mingyi Wang;Wei Chen;Rui Gao
15 Protein-Protein Interactions Prediction Based on Graph Energy and Protein Sequence Information 期刊论文 Da Xu;Hanxiao Xu;Yusen Zhang;Wei Chen;Rui Gao
16 APGC: Universal Protein Prediction Based on Compositional, Physico-Chemical and Structural Information 期刊论文 Kong Meng;Chen Wei;Zhang Yusen
17 Protein–Protein Interaction Prediction Based on Spectral Radius and General Regression Neural Network 期刊论文 Hanxiao Xu;Da Xu;Naiqian Zhang;Yusen Zhang;Rui Gao
18 LncRNA-Protein Interaction Prediction Based on Regularized Nonnegative Matrix Factorization and Sequence Information 期刊论文 Da Xu;Hanxiao Xu;Yusen Zhang;Wei Chen;Rui Gao
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