标题
Missing Value Imputation Approach for Mass Spectrometry-based Metabolomics Data
作者
关键词
-
出版物
Scientific Reports
Volume 8, Issue 1, Pages -
出版商
Springer Nature
发表日期
2018-01-08
DOI
10.1038/s41598-017-19120-0
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- The ratio of dihomo-γ-linolenic acid to deoxycholic acid species is a potential biomarker for the metabolic abnormalities in obesity
- (2017) Sha Lei et al. FASEB JOURNAL
- ADAP-GC 3.0: Improved Peak Detection and Deconvolution of Co-eluting Metabolites from GC/TOF-MS Data for Metabolomics Studies
- (2016) Yan Ni et al. ANALYTICAL CHEMISTRY
- Accounting for the Multiple Natures of Missing Values in Label-Free Quantitative Proteomics Data Sets to Compare Imputation Strategies
- (2016) Cosmin Lazar et al. JOURNAL OF PROTEOME RESEARCH
- Non-targeted UHPLC-MS metabolomic data processing methods: a comparative investigation of normalisation, missing value imputation, transformation and scaling
- (2016) Riccardo Di Guida et al. Metabolomics
- Kernel approaches for differential expression analysis of mass spectrometry-based metabolomics data
- (2015) Xiang Zhan et al. BMC BIOINFORMATICS
- Missing value imputation strategies for metabolomics data
- (2015) Emily Grace Armitage et al. ELECTROPHORESIS
- Profiling of Serum Bile Acids in a Healthy Chinese Population Using UPLC–MS/MS
- (2015) Guoxiang Xie et al. JOURNAL OF PROTEOME RESEARCH
- Analysis of the Human Adult Urinary Metabolome Variations with Age, Body Mass Index, and Gender by Implementing a Comprehensive Workflow for Univariate and OPLS Statistical Analyses
- (2015) Etienne A. Thévenot et al. JOURNAL OF PROTEOME RESEARCH
- MetaboAnalyst 3.0—making metabolomics more meaningful
- (2015) Jianguo Xia et al. NUCLEIC ACIDS RESEARCH
- Circulating Unsaturated Fatty Acids Delineate the Metabolic Status of Obese Individuals
- (2015) Yan Ni et al. EBioMedicine
- Counting Missing Values in a Metabolite-Intensity Data Set for Measuring the Analytical Performance of a Metabolomics Platform
- (2014) Tao Huan et al. ANALYTICAL CHEMISTRY
- MetaboLyzer: A Novel Statistical Workflow for Analyzing Postprocessed LC–MS Metabolomics Data
- (2013) Tytus D. Mak et al. ANALYTICAL CHEMISTRY
- MeltDB 2.0-advances of the metabolomics software system
- (2013) N. Kessler et al. BIOINFORMATICS
- Accounting for undetected compounds in statistical analyses of mass spectrometry ‘omic studies
- (2013) Sandra L. Taylor et al. Statistical Applications in Genetics and Molecular Biology
- Normalization and missing value imputation for label-free LC-MS analysis
- (2012) Yuliya V Karpievitch et al. BMC BIOINFORMATICS
- MissForest--non-parametric missing value imputation for mixed-type data
- (2011) D. J. Stekhoven et al. BIOINFORMATICS
- Missing values in mass spectrometry based metabolomics: an undervalued step in the data processing pipeline
- (2011) Olga Hrydziuszko et al. Metabolomics
- MetaboAnalyst: a web server for metabolomic data analysis and interpretation
- (2009) J. Xia et al. NUCLEIC ACIDS RESEARCH
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now