scTenifoldNet: A Machine Learning Workflow for Constructing and Comparing Transcriptome-wide Gene Regulatory Networks from Single-Cell Data
Author:
Funder
Texas A&M University
Publisher
Elsevier BV
Subject
General Decision Sciences
Reference90 articles.
1. ARACNE: an algorithm for the reconstruction of gene regulatory networks in a mammalian cellular context;Margolin;BMC Bioinformatics,2006
2. Inferring regulatory networks from expression data using tree-based methods;Huynh-Thu;PLoS One,2010
3. Wisdom of crowds for robust gene network inference;Marbach;Nat. Methods,2012
4. Using Bayesian networks to analyze expression data;Friedman;J. Comput. Biol.,2000
5. A statistical framework for differential network analysis from microarray data;Gill;BMC Bioinformatics,2010
Cited by 28 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. scRank infers drug-responsive cell types from untreated scRNA-seq data using a target-perturbed gene regulatory network;Cell Reports Medicine;2024-06
2. Population-level comparisons of gene regulatory networks modeled on high-throughput single-cell transcriptomics data;Nature Computational Science;2024-03-04
3. Inference of Gene Regulatory Networks Based on Multi-view Hierarchical Hypergraphs;Interdisciplinary Sciences: Computational Life Sciences;2024-02-11
4. Gene regulatory network reconstruction: harnessing the power of single-cell multi-omic data;npj Systems Biology and Applications;2023-10-19
5. Interpretable modeling of time-resolved single-cell gene–protein expression with CrossmodalNet;Briefings in Bioinformatics;2023-09-22
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3