Author

Andrew J. Steelman

University of Illinois Urbana-ChampaignORCID 0000-0001-5408-0534Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Laurie A. RundiD· 2 shared Abhisek DwivedyiD· 1 shared Allison Y. LouieiD· 1 shared Brian J. Leyshon· 1 shared Chi CheniD· 1 shared Dhanush GandavadiiD· 1 shared Jinwei DuaniD· 1 shared Kayla L. Stanke· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersBioengineering

Laurie A. RundORCID

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2 papers

Recent·Most cited

BioengineeringbioRxivPreprintJul 21, 2025

Hybrid peptide DNA nanomaterials enable potent and broad-spectrum virus neutralization

Saurabh Umrao, Abhisek Dwivedy, Payton Haak…·Xing Wang

This paper develops hybrid peptide-DNA nanomaterials that neutralize influenza viruses more effectively than free peptides by enhancing multivalent binding and reducing toxicity.

DOI 10.1101/2025.07.21.666049

mouseexperimental assay

𝕏 PostBluesky

NeurosciencePLoS ONEPeer-reviewedMay 11, 2023

Automated identification of piglet brain tissue from MRI images using Region-based Convolutional Neural Networks

Kayla L. Stanke, Ryan J. Larsen, Laurie A. Rund…·Andrew J. Steelman

This paper develops an automated brain extraction method for piglet MRI images using Mask R-CNN, achieving high accuracy and consistency.

3 citations

imagingdeep learning

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