Can we infer tumor presence of single cell transcriptomes and their tumor of origin from bulk transcriptomes by machine learning?
Author:
Publisher
Elsevier BV
Subject
Computer Science Applications,Genetics,Biochemistry,Structural Biology,Biophysics,Biotechnology
Reference20 articles.
1. Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma;Patel;Science,2014
2. A validated single-cell-based strategy to identify diagnostic and therapeutic targets in complex diseases;Gawel;Genome Med,2019
3. Longitudinal single-cell RNA sequencing of patient-derived primary cells reveals drug-induced infidelity in stem cell hierarchy;Sharma;Nat Commun,2018
4. RNA-Seq of single prostate CTCs implicates noncanonical Wnt signaling in antiandrogen resistance;Miyamoto;Science,2015
5. Linking transcriptional and genetic tumor heterogeneity through allele analysis of single-cell RNA-seq data;Fan;Genome Res,2018
Cited by 4 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. Tumor cell type and gene marker identification by single layer perceptron neural network on single-cell RNA sequence data;Journal of Biosciences;2024-03-23
2. Individualized prognosis stratification in muscle invasive bladder cancer: A pairwise TP53-derived transcriptome signature;Translational Oncology;2023-03
3. Translational Bioinformatics Applied to the Study of Complex Diseases;Genes;2023-02-06
4. Machine Learning Methods for Cancer Classification Using Gene Expression Data: A Review;Bioengineering;2023-01-28
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