Integration of metabolomics, lipidomics and clinical data using a machine learning method
出版年份 2016 全文链接
标题
Integration of metabolomics, lipidomics and clinical data using a machine learning method
作者
关键词
Random Forest, Eicosanoid, Ultra Performance Liquid Chromatography, Random Forest Model, Relative Liver Weight
出版物
BMC BIOINFORMATICS
Volume 17, Issue S15, Pages -
出版商
Springer Nature
发表日期
2016-11-22
DOI
10.1186/s12859-016-1292-2
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Lipid droplets in activated mast cells – a significant source of triglyceride-derived arachidonic acid for eicosanoid production
- (2016) Andrea Dichlberger et al. EUROPEAN JOURNAL OF PHARMACOLOGY
- PPAR-pan activation induces hepatic oxidative stress and lipidomic remodelling
- (2016) Zsuzsanna Ament et al. FREE RADICAL BIOLOGY AND MEDICINE
- Lipidomics in the study of lipid metabolism: Current perspectives in the omic sciences
- (2015) Ana Emília Holanda Rolim et al. GENE
- The metabolome profiling and pathway analysis in metabolic healthy and abnormal obesity
- (2015) H-H Chen et al. INTERNATIONAL JOURNAL OF OBESITY
- Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization
- (2015) Ioannis Tsamardinos et al. International Journal on Artificial Intelligence Tools
- Improved nonclinical pharmacokinetics and biodistribution of a new PPAR pan-agonist and COX inhibitor in nanocapsule formulation
- (2015) Giani Martins Garcia et al. JOURNAL OF CONTROLLED RELEASE
- A Review of Odd-Chain Fatty Acid Metabolism and the Role of Pentadecanoic Acid (C15:0) and Heptadecanoic Acid (C17:0) in Health and Disease
- (2015) Benjamin Jenkins et al. MOLECULES
- Tumor-derived exosomes in oncogenic reprogramming and cancer progression
- (2014) Sarmad N. Saleem et al. CELLULAR AND MOLECULAR LIFE SCIENCES
- Inflammation as a link between obesity, metabolic syndrome and type 2 diabetes
- (2014) Nathalie Esser et al. DIABETES RESEARCH AND CLINICAL PRACTICE
- Biological network inference using low order partial correlation
- (2014) Yiming Zuo et al. METHODS
- Novel PPAR Pan Agonist, ZBH Ameliorates Hyperlipidemia and Insulin Resistance in High Fat Diet Induced Hyperlipidemic Hamster
- (2014) Wei Chen et al. PLoS One
- A Robust and Accurate Method for Feature Selection and Prioritization from Multi-Class OMICs Data
- (2014) Vittorio Fortino et al. PLoS One
- Merits of random forests emerge in evaluation of chemometric classifiers by external validation
- (2013) I.M. Scott et al. ANALYTICA CHIMICA ACTA
- A Metabolomics Investigation of Non-genotoxic Carcinogenicity in the Rat
- (2013) Zsuzsanna Ament et al. JOURNAL OF PROTEOME RESEARCH
- Role of an Indole-Thiazolidine Molecule PPAR Pan-Agonist and COX Inhibitor on Inflammation and Microcirculatory Damage in Acute Gastric Lesions
- (2013) José Roberto Santin et al. PLoS One
- Applications of metabolomics for understanding the action of peroxisome proliferator-activated receptors (PPARs) in diabetes, obesity and cancer
- (2012) Zsuzsanna Ament et al. Genome Medicine
- Data integration and network reconstruction with ∼omics data using Random Forest regression in potato
- (2011) Animesh Acharjee et al. ANALYTICA CHIMICA ACTA
- An integrated functional genomic study of acute phenobarbital exposure in the rat
- (2010) Claire L Waterman et al. BMC GENOMICS
- Depletion of Liver Kupffer Cells Prevents the Development of Diet-Induced Hepatic Steatosis and Insulin Resistance
- (2009) W. Huang et al. DIABETES
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