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David Degnan

Institution
Pacific Northwest National Laboratory
ORCID
ORCID logo 0000-0001-5737-7173

Projects

Enabling interpretation of MAP results using biological network analysis

Lead Institution
Pacific Northwest National Laboratory
Principal Investigator
Sara JC Gosline
The Multiomics Analysis Portal (MAP) is a one-stop omics data analysis web portal for EMSL users to perform quality control (QC), visually explore, statistically analyze, and integrate data after 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…

Interpretable Machine Learning for Multivariate Omics Data Analysis

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 an observed phenotype of a biological system and the effect of perturbations on the…