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Javier Flores

Institution
Pacific Northwest National Laboratory
ORCID
ORCID logo 0000-0002-1550-1655

Projects

Semi-Automated NMR Metabolite Identification via Machine Learning

Lead Institution
Pacific Northwest National Laboratory
Principal Investigator
Javier Flores
Current EMSL metabolomics capabilities enable automated Nuclear Magnetic Resonance (NMR) data acquisition, yet downstream processing of these data is manually intensive and time-consuming. The…

Omics Data Integration via Interpretable Machine Learning Models

Lead Institution
Pacific Northwest National Laboratory
Principal Investigator
Lisa Bramer
Often, the ultimate motivation for the generation of omics data for an experiment is a better understanding of the biological system; the generation of multiple 'omics datasets for the same…

Semi-Automated NMR Metabolite Profiling Software

Lead Institution
Pacific Northwest National Laboratory
Principal Investigator
Javier Flores
NMR is powerful tool to identify and quantify metabolites in biological systems, and EMSL's NMR instrumentation makes automated data acquisition routine. However, the key downstream data…