Author

Nicole M. Rhoads

University of MichiganORCID 0000-0001-8331-5136Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Ashlee D. BrunaughiD· 1 shared Bhanuz DechayontiD· 1 shared Carolina H. ChungiD· 1 shared David C. ChangiD· 1 shared Gunasekaran RameshkumariD· 1 shared Karthik Srinivasan· 1 shared Madeline R. ShayiD· 1 shared Manojkumar Vimaladevi· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Ashlee D. BrunaughORCID

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Author profile →

1 paper

Recent·Most cited

Transfer learning predicts species-specific drug interactions in emerging pathogens

Carolina H. Chung, David C. Chang, Nicole M. Rhoads, Prajna Lalitha, Gunasekaran Rameshkumar, Rajarathinam Karpagam, Manojkumar Vimaladevi, Madeline R. Shay, Karthik Srinivasan, Mercy A. Okezue, Bhanuz Dechayont, Ashlee D. Brunaugh, Sriram Chandrasekaran

The paper develops a transfer learning framework to predict drug interactions for under-studied pathogens and validates synergistic combinations against antibiotic-resistant bacteria.

Cell Reports Methods · Jul 7, 2026Peer-reviewedSystems Biology