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Daniel Claborne

Institution
Pacific Northwest National Laboratory
ORCID
ORCID logo 0000-0001-5293-3628

Projects

A Multi-Omics Data Exploration and Integration Web Application

Lead Institution
Pacific Northwest National Laboratory
Principal Investigator
Lisa Bramer
In the biological and environmental sciences, data are being generated at an unprecedented rate. There are many scientific discoveries pertinent to DOE missions that are waiting to emerge from high…

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…