Author

Charles Schmitt

National Institute of Environmental Health SciencesORCID 0000-0002-3148-2263Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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 Murphy· 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

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9 top collaborators · 36 mutual co-author links

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1 shared paperGenomics

Charles Murphy

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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