Author

Gunasekaran Rameshkumar

Aravind Eye HospitalORCID 0000-0003-4322-5456Unclaimed 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 Karthik Srinivasan· 1 shared Madeline R. ShayiD· 1 shared Manojkumar Vimaladevi· 1 shared Mercy A. OkezueiD· 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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1 paper

Recent·Most cited

Systems BiologyCell Reports MethodsPeer-reviewedJul 7, 2026

Transfer learning predicts species-specific drug interactions in emerging pathogens

Carolina H. Chung, David C. Chang, Nicole M. Rhoads…·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.

DOI 10.1016/j.crmeth.2026.101513

bacteria (other)machine learning (classical)

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