MicroRNA对基因的调控作用及其与疾病关联关系的计算方法研究

61873089
2018
F0305.生物、医学信息系统与技术
骆嘉伟
面上项目
教授
湖南大学
66万元
microRNA研究;疾病研究;分子相互作用预测;生物分子网络
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 NSL2CD: identifying potential circRNA-disease associations based on network embedding and subspace learning 期刊论文 Xiao Qiu;Fu Yu;Yang Yide;Dai Jianhua;Luo Jiawei
2 Self-Weighted Multi-Kernel Multi-Label Learning for Potential miRNA-Disease Association Prediction 期刊论文 Pan Zhenxia;Zhang Huaxiang;Liang Cheng;Li Guanghui;Xiao Qiu;Ding Pingjian;Luo Jiawei
3 Inferring RNA-binding protein target preferences using adversarial domain adaptation 期刊论文 Ying Liu;Ruihui Li;Jiawei Luo;Zhaolei Zhang
4 Multiview Consensus Graph Learning for lncRNA-Disease Association Prediction 期刊论文 Tan Haojiang;Sun Quanmeng;Li Guanghui;Xiao Qiu;Ding Pingjian;Luo Jiawei;Liang Cheng
5 NCPCDA: network consistency projection for circRNA-disease association prediction 期刊论文 Li Guanghui;Yue Yingjie;Liang Cheng;Xiao Qiu;Ding Pingjian;Luo Jiawei
6 Predicting miRNA-disease associations based on graph attention network with multi-source information 期刊论文 Guanghui Li;Tao Fang;Yuejin Zhang;Cheng Liang;Qiu Xiao;Jiawei Luo
7 An in-silico method with graph-based multi-label learning for large-scale prediction of circRNA-disease associations 期刊论文 Xiao Qiu;Yu Haiming;Zhong Jiancheng;Liang Cheng;Li Guanghui;Ding Pingjian;Luo Jiawei
8 A Graph Convolutional Matrix Completion Method for miRNA-Disease Association Prediction 会议论文 Wei Wang;Jiawei Luo;Cong Shen;Nguye Hoang
9 Predicting Human Microbe-Drug Associations via Graph Convolutional Network with Conditional Random Field 期刊论文 Yahui Long;Min Wu;Chee Keong Kwoh;Jiawei Luo;Xiaoli Li
10 Ensembling graph attention networks for human microbe–drug association prediction 期刊论文 Yahui Long;Min Wu;Yong Liu;Chee Keong Kwoh;Jiawei Luo;Xiaoli Li
11 Adaptive multi-source multi-view latent feature learning for inferring potential disease-associated miRNAs 期刊论文 Xiao Qiu;Zhang Ning;Luo Jiawei;Dai Jianhua;Tang Xiwei
12 一种基于图神经网络融合多视图信息的miRNA-疾病关联预测方法及装置 专利 骆嘉伟;阳飞;蔡洁
13 INTS-MFS: A novel method to predict microRNA-disease associations by integrating network topology similarity and microRNA function similarity 期刊论文 BUWEN CAO;JIAWEI LUO;SAINAN XIAO;KAI ZHAO;SHULING YANG
14 Heterogeneous information network and its application to human health and disease 期刊论文 Pingjian Ding;Wenjue Ouyang;Jiawei Luo;Chee Keong Kwoh
15 Metapath-Based Deep Convolutional Neural Network for Predicting miRNA-Target Association on Heterogeneous Network 期刊论文 Luo Jiawei;Bao Yaoting;Chen Xiangtao;Shen Cong
16 Association Mining to Identify Microbe Drug Interactions Based on Heterogeneous Network Embedding Representation 期刊论文 Long Yahui;Luo Jiawei
17 A Novel Framework for Improving the Prediction of Disease-Associated MicroRNAs 会议论文 Zhao Wenhe;Luo Jiawei;Nguyen Hoang Tu
18 CeModule: an integrative framework for discovering regulatory patterns from genomic data in cancer 期刊论文 Xiao Qiu;Luo Jiawei;Liang Cheng;Cai Jie;Li Guanghui;Cao Buwen
19 Computational Identification of RNA-Seq Based miRNA-Mediated Prognostic Modules in Cancer 期刊论文 Pan Chu;Luo Jiawei;Zhang Jiao
20 scSemiGAN: a single-cell semi-supervised annotation and dimensionality reduction framework based on generative adversarial network 期刊论文 Zhongyuan Xu;Jiawei Luo;Zehao Xiong
21 一种基于多关系图卷积网络的miRNA和基因相互作用的预测方法及其系统 专利 骆嘉伟;欧阳文珏;申聪;蔡洁
22 Multi-source Data-Based Deep Tensor Factorization for Predicting Disease-Associated miRNA Combinations 会议论文 Sheng You;Zihan Lai;Jiawei Luo
23 Multi-view Multichannel Attention Graph Convolutional Network for miRNA–disease association prediction 期刊论文 Xinru Tang;Jiawei Luo;Cong Shen;Zihan Lai
24 Predicting human microbe-disease associations via graph attention networks with inductive matrix completion 期刊论文 Long Yahui;Luo Jiawei;Zhang Yu;Xia Yan
25 GGAECDA: Predicting circRNA-disease associations using graph autoencoder based on graph representation learning 期刊论文 Guanghui Li;Yawei Lin;Jiawei Luo;Qiu Xiao;Cheng Liang
26 Inferring Synergistic Drug Combinations based on Symmetric Meta-Path in a Novel Heterogeneous Network. 期刊论文 Ding Pingjian;Liang Cheng;Ouyang Wenjue;Li Guanghui;Xiao Qiu;Luo Jiawei
27 Using Graph Attention Network and Graph Convolutional Network to Explore Human CircRNA–Disease Associations Based on Multi-Source Data 期刊论文 Guanghui Li;Diancheng Wang;Yuejin Zhang;Cheng Liang;Qiu Xiao;Jiawei Luo
28 Co-Regulatory Functional Module Detection Based on Affinity Propagation and Neighborhood Inflation 会议论文 Ruinan Nie;Jiawei Luo;Hoang Tu Nguyen
29 MRDGC: A Parallel Approach for the Identification of Master Regulators Based on the Differently Expressed Genes and the Regulatory Capacity of Regulators 会议论文 Mingming Sun;Jiawei Luo;Nguyen Hoang Tu
30 Multi-view manifold regularized learning-based method for prioritizing candidate disease miRNAs 期刊论文 Xiao Qiu;Dai Jianhua;Luo Jiawei;Fujita Hamido
31 BiModule: Biclique Modularity Strategy for Identifying Transcription Factor and microRNA Co-Regulatory Modules 期刊论文 Pan Chu;Luo Jiawei;Zhang Jiao;Li Xin
32 Prediction of LncRNA-Disease Associations Based on Network Consistency Projection 期刊论文 Li Guanghui;Luo Jiawei;Liang Cheng;Xiao Qiu;Ding Pingjian;Zhang Yuejin
33 Data Integration Using Tensor Decomposition for The Prediction of miRNA-Disease Associations 期刊论文 Jiawei Luo;Yi Liu;Pei Liu;Zihan Lai;Hao Wu
34 MDA-TOEPGA: A novel method to identify miRNA-disease association based on two-objective evolutionary programming genetic algorithm 期刊论文 BUWEN CAO;JIAWEI LUO;SAINAN XIAO;XIANGJUN ZHOU
35 Heterogeneous graph attention networks for drug virus association prediction 期刊论文 Yahui Long;Yu Zhang;Min Wu;Shaoliang Peng;Chee Keong Kwoh;Jiawei Luo;Xiaoli Li
36 Incorporating Clinical, Chemical and Biological Information for Predicting Small Molecule-microRNA Associations Based on Non-Negative Matrix Factorization 期刊论文 Luo Jiawei;Shen Cong;Lai Zihan;Cai Jie;Ding Pingjian
37 A Survey of Regulatory Interactions Among RNA Binding Proteins and MicroRNAs in Cancer 期刊论文 Ying Liu;Chu Pan;Dehan Kong;Jiawei Luo;Zhaolei Zhang
38 一种基于子图抽样及节点属性的共调控生物网络模体发现方法及装置 专利 骆嘉伟;陈韬;夏艳
39 Multiview Joint Learning-Based Method for Identifying Small-Molecule-Associated MiRNAs by Integrating Pharmacological, Genomics, and Network Knowledge 期刊论文 Cong Shen;Jiawei Luo;Zihan Lai;Pingjian Ding
40 Potential circRNA-disease association prediction using DeepWalk and network consistency projection 期刊论文 Guanghui Li;Jiawei Luo;Diancheng Wang;Cheng Liang;Qiu Xiao;Pingjian Ding;Hailin Chen
41 Computational Prediction of Human DiseaseAssociated circRNAs Based on Manifold Regularization Learning Framework 期刊论文 Xiao Qiu;Luo Jiawei;Dai Jianhua
42 Cancer subtype identification by consensus guided graph autoencoders 期刊论文 Liang Cheng;Shang Mingchao;Luo Jiawei
43 miRNA-Disease Associations Prediction Based on Neural Tensor Decomposition 会议论文 Yi Liu;Jiawei Luo;Hao Wu
44 NTSHMDA: Prediction of Human Microbe-Disease Association Based on Random Walk by Integrating Network Topological Similarity 期刊论文 Luo Jiawei;Long Yahui
45 WMGHMDA: a novel weighted meta-graph-based model for predicting human microbe-disease association on heterogeneous information network 期刊论文 Long Yahui;Luo Jiawei
46 SG-LSTM-FRAME: a computational frame using sequence and geometrical information via LSTM to predict miRNA-gene associations 期刊论文 Xie Weidun;Luo Jiawei;Pan Chu;Liu Ying
47 miRCom: Tensor completion integrating multi-view information to deduce the potential disease-related miRNA-miRNA pairs 期刊论文 Pei Liu;Jiawei Luo;Xiangtao Chen
48 Incorporating Multisource Knowledge To Predict Drug Synergy Based on Graph Co-regularization. 期刊论文 Ding Pingjian;Shen Cong;Lai Zihan;Liang Cheng;Li Guanghui;Luo Jiawei
49 Multi-relation graph embedding for predicting miRNA-target gene interactions by integrating gene sequence information 期刊论文 Jiawei Luo;Wenjue Ouyang;Cong Shen;Jie Cai
50 An In Silico Method for Predicting Drug Synergy Based on Multitask Learning 期刊论文 Chen Xin;Luo Lingyun;Shen Cong;Ding Pingjian;Luo Jiawei
51 Graph Attention Mechanism-based Deep Tensor Factorization for Predicting disease-associated miRNA-miRNA pairs 会议论文 Jiawei Luo;Zihan Lai;Cong Shen;Pei Liu;Heyuan Shi
52 Adaptive multi-view multi-label learning for identifying disease-associated candidate miRNAs 期刊论文 Cheng Liang;Shengpeng Yu;Jiawei Luo
53 Pre-training graph neural networks for link prediction in biomedical networks 期刊论文 Yahui Long;Min Wu;Yong Liu;Yuan Fang;Chee Keong Kwoh;Jinmiao Chen;Jiawei Luo;Xiaoli Li
54 基于深度学习异构信息网络的miRNA-基因关系预测方法及系统 专利 骆嘉伟;鮑垚婷;陈湘涛
55 一种基于张量分解的miRNA-疾病关联预测方法及系统 专利 骆嘉伟;刘祎;吴昊
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