Metabolomics, pathway analysis, multivariate analysis, cluster cross validation, PLS
longitudinal analysis, cross validation, CORRS-CV, PLS
Surface Enhanced Raman Scattering (SERS), glutathione (GSH), redox status, blood, point-of-care (POC), Optical sensor
hepatotoxicity, Synchrotron Radiation, Raman, LC-HRMS, new psychoactive substances, Multimodal spectroscopy
hepatotoxicity, Synchrotron Radiation, Raman, LC-HRMS, new psychoactive substances, multimodal spectroscopy
Vibrational spectroscopy, Clinical spectroscopy, Machine Learning, Synthetic data, Monte Carlo
Wine yeast, adaptive evolution, bioactive metabolites, transcriptomics, metabolomics