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Multiple-Tissue and Multilevel Analysis on Differentially Expressed Genes and Differentially Correlated Gene Pairs for HFpEF 期刊论文
FRONTIERS IN GENETICS, 2021, 卷号: 12, 页码: 14
作者:  Zhou, Guofeng;  Sun, Shaoyan;  Yuan, Qiuyue;  Zhang, Run;  Jiang, Ping;  Li, Guangyu;  Wang, Yong;  Li, Xiao
收藏  |  浏览/下载：127/0  |  提交时间：2021/10/26
heart failure with preserved ejection fraction  differentially expressed genes  differentially correlated gene pairs  differential network  molecular docking  
AdmixSim: A Forward-Time Simulator for Various Complex Scenarios of Population Admixture 期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 5
作者:  Yang, Xiong;  Yuan, Kai;  Ni, Xumin;  Zhou, Ying;  Guo, Wei;  Xu, Shuhua
收藏  |  浏览/下载：145/0  |  提交时间：2021/04/26
simulation  population admixture  genetic ancestry  Wright Fisher model  admixture model  
NeuralEE: A GPU-Accelerated Elastic Embedding Dimensionality Reduction Method for Visualizing Large-Scale scRNA-Seq Data 期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 8
作者:  Xiong, Jiankang;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
收藏  |  浏览/下载：165/0  |  提交时间：2021/01/14
single-cell RNA sequencing  elastic embedding  neural networks  large-scale  stochastic optimization  parametric models  generalizable models  
IDLDA: An Improved Diffusion Model for Predicting LncRNA-Disease Associations (vol 10, 1259, 2019) 期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 2
作者:  Wang, Qi;  Yan, Guiying
收藏  |  浏览/下载：168/0  |  提交时间：2020/05/24
long non-coding RNA  disease  association prediction  computational prediction model  diffusion model  
IDLDA: An Improved Diffusion Model for Predicting LncRNA-Disease Associations 期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 页码: 10
作者:  Wang, Qi;  Yan, Guiying
收藏  |  浏览/下载：168/0  |  提交时间：2020/05/24
long non-coding RNA  disease  association prediction  computational prediction model  diffusion model  
Multi-Level Comparative Framework Based on Gene Pair-Wise Expression Across Three Insulin Target Tissues for Type 2 Diabetes 期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 页码: 16
作者:  Sun, Shaoyan;  Sung, Fengnan;  Wang, Yong
收藏  |  浏览/下载：196/0  |  提交时间：2020/01/10
type 2 diabetes  gene pairwise expression  dysfunctional interactions  multi-level analysis  random walk with restart  
Matrix Integrative Analysis (MIA) of Multiple Genomic Data for Modular Patterns 期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9, 页码: 12
作者:  Chen, Jinyu;  Zhang, Shihua
收藏  |  浏览/下载：175/0  |  提交时间：2018/07/30
bioinformatics  multi-dimensional genomics  matrix integrative analysis  data integration  module discovery  non-negative matrix factorization (NMF)  partial least squares (PLS)  
Integrative Analysis of Transcription Factor Combinatorial Interactions Using a Bayesian Tensor Factorization Approach 期刊论文
FRONTIERS IN GENETICS, 2017, 卷号: 8, 页码: 12
作者:  Ye, Yusen;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载：146/0  |  提交时间：2018/07/30
transcription regulation  TF regulatory networks  tensor factorization  integrative analysis of omics data  biological networks