Statistical and Machine Learning Approaches to Predict Gene Regulatory Networks From Transcriptome Datasets
Author:
Publisher
Frontiers Media SA
Subject
Plant Science
Reference65 articles.
1. Allele specific expression and genetic determinants of transcriptomic variations in response to mild water deficit in tomato.;Albert;Plant J.,2018
2. Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data.;Aliper;Mol. Pharm.,2016
3. Enhancing gene regulatory network inference through data integration with markov random fields.;Banf;Sci. Rep.,2017
4. Network biology: understanding the cell’s functional organization.;Barabasi;Nat. Rev. Genet.,2004
5. TARGET: a transient transformation system for genome-wide transcription factor target discovery.;Bargmann;Mol. Plant,2013
Cited by 58 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. Inferring gene regulatory networks with graph convolutional network based on causal feature reconstruction;Scientific Reports;2024-09-12
2. Enhanced Graph Representation Convolution: Effective Inferring Gene Regulatory Network Using Graph Convolution Network with Self-Attention Graph Pooling Layer;Machine Learning and Knowledge Extraction;2024-08-01
3. SFINN: inferring gene regulatory network from single-cell and spatial transcriptomic data with shared factor neighborhood and integrated neural network;Bioinformatics;2024-07-01
4. The Evolution of Artificial Intelligence in Biomedicine: Bibliometric Analysis;JMIR AI;2023-12-19
5. Identification of biomarker genes from multiple studies for abiotic stress in maize through machine learning;Journal of Biosciences;2023-12-15
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