Author

Charles Murphy

Carnegie Mellon University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Genomics· 1

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Approach:Bayesian inference· 1 Assay:bulk RNA-seq· 1 Assay:imaging· 1 Research Focus:imputation· 1 Approach:machine learning (classical)· 1 Approach:matrix factorization· 1 Assay:metabolomics· 1 Assay:proteomics· 1

Frequent Co-Authors

Charles SchmittiD· 1 shared Daniel L. SvobodaiD· 1 shared Frank ChaoiD· 1 shared Guojing CongiD· 1 shared Jeremy N. Erickson· 1 shared Parker CombsiD· 1 shared Robert M. PattoniD· 1 shared Scott S. AuerbachiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperGenomics

Charles SchmittORCID

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1 paper

Recent·Most cited

Completion of the DrugMatrix Toxicogenomics Database using ToxCompl

Guojing Cong, Robert M. Patton, Frank Chao, Daniel L. Svoboda, Warren Casey, Charles Schmitt, Charles Murphy, Jeremy N. Erickson, Parker Combs, Scott S. Auerbach

The paper predicts missing toxicogenomics data in the DrugMatrix database using ToxiCompl, a hybrid method combining matrix factorization and Bayesian optimization, showing alignment with biological expectations.

bioRxiv · Mar 26, 2024 · PreprintGenomics