Data Fusion in Metabolomics Using Coupled Matrix and Tensor Factorizations

With a goal of identifying biomarkers/patterns related to certain conditions or diseases, metabolomics focuses on the detection of chemical substances in biological samples such as urine and blood using a number of analytical techniques, including nuclear magnetic resonance (NMR) spectroscopy, liquid chromatography-mass spectrometry (LC-MS), and fluorescence spectroscopy. Data sets measured using ...