Metabolomics variable selection and classification in the presence of observations below the detection limit using an extension of ERp
Author:
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Structural Biology
Link
http://link.springer.com/content/pdf/10.1186/s12859-017-1480-8.pdf
Reference24 articles.
1. Gromski PS, Xu Y, Kotze HL, Correa E, Ellis DI, Armitage EG, Turner ML, Goodacre R. Influence of missing values substitutes on multivariate analysis of metabolomics data. Metabolites. 2014;4:433–52.
2. Kang H. The prevention and handling of the missing data. Korean J Anesthesiol. 2013;64(5):402–6.
3. Armitage EG, Godzien J, Alonso-Herranz V, Lopez-Gonzalvez A, Barbas C. Missing value imputation strategies for metabolomics data. Electrophoresis. 2015;36:3050–60.
4. Behrends V, Tredwell GD, Bundy JG. A software complement to AMDIS for processing GC-MS metabolomic data. Anal Biochem. 2011;415:206–8.
5. Lu H, Dunn WB, Shen H, Kell DB, Liang Y. Comparative evaluation of software for deconvolution of metabolomics data based on GC-TOF-MS. Trends Anal Chem. 2008;27(3):215–27.
Cited by 6 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. Metabolic Alterations in Mothers Living with HIV and Their HIV-Exposed, Uninfected Infants;Viruses;2024-02-19
2. CustOmics: A versatile deep-learning based strategy for multi-omics integration;PLOS Computational Biology;2023-03-06
3. Introducing Two Parsimonious Standard Power Mixture Models for Bimodal Proportional Data with Application to Loss Given Default;Mathematics;2022-11-30
4. The metabolomics of a protein kinase C delta (PKCδ) knock-out mouse model;Metabolomics;2022-11-13
5. Recent Developments along the Analytical Process for Metabolomics Workflows;Analytical Chemistry;2019-10-18
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