Dmitry Grapov

metabolomics data visualization data analysis dmitry grapov networks multivariate network mapping west coast metabolomics center proteomics statistics metabolic networks pls grapov pca genomics metamapr r lipidomics data mining software biochemistry bioinformatics normalization network biology biochemical networks deviumweb machine learning multivariate data analysis visualization statistic mass spectrometry devium open source international summer sessions in metabolomics imdev partial correlation structural similarity principal components analysis systems biology mass spectral similarity cytoscape type 2 diabetes correlation creative data solutions r cran complex systems biology pls-da shiny big data personalized medicine deep learning ucp3 endocannabinoids gene ontology go enrichment partial least squares obesity oxylipins free fatty acids neural networks opls precision medicine biotechnology r programming networkly plotly metabolomics society oxidized fatty acids dave nefa 5-lipoxygenase opls-da signaling lipids course epoxides tutorial data science data programming transcriptomics metabolimics data integration interface results report knitr data quality loess biochemical glycomics lc-ms gc-ms lung cancer batch effects ctsgetr cirgetr clustter lc-q-tof gc-tof teddy tda dgarpov ica excel pathway analysis dgrapov cds heat maps