Author

Elias Theodorou

ATUM (United States)

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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Bioengineering· 1

Signature Assays, Organisms & Methods

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Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Claes GustafssoniD· 1 shared Mark Welch· 1 shared Michael R. StadleriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioengineering

Claes GustafssonORCID

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1 paper

Recent·Most cited

Machine Learning Method for Optimizing Coding Sequences in Mammalian Cells

Elias Theodorou, Michael R. Stadler, Claes Gustafsson, Mark Welch

The paper develops a machine learning method to optimize coding sequences for improved protein expression in mammalian cells by analyzing synonymous codon effects.

Biology Methods and Protocols · Jan 1, 2026Peer-reviewedBioengineering