Author

Marina A. Dobrovolskaia

Frederick National Laboratory for Cancer ResearchORCID 0000-0002-4233-9227Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:human· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Alexey V. ZakharoviD· 1 shared Enping Hong· 1 shared Justin R. HalmaniD· 1 shared Kirill A. AfoniniD· 1 shared Morgan R. ChandleriD· 1 shared Sankalp JainiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Alexey V. ZakharovORCID

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1 paper

Recent·Most cited

Artificial immune cell, AI-cell, a new tool to predict interferon production by peripheral blood monocytes in response to nucleic acid nanoparticles

Morgan R. Chandler, Sankalp Jain, Justin R. Halman, Enping Hong, Marina A. Dobrovolskaia, Alexey V. Zakharov, Kirill A. Afonin

The paper develops an AI-cell model using a transformer architecture to predict interferon production by monocytes in response to nucleic acid nanoparticles.

Small · Oct 10, 2022Peer-reviewedBioinformatics