Author

K. Melissa Hallow

University of GeorgiaORCID 0000-0002-8156-2245Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

George Em KarniadakisiD· 1 shared Li HeiD· 1 shared Lu LuiD· 1 shared Ming DaoiD· 1 shared Nazanin Ahmadi DaryakenariiD· 1 shared Pierre A. BuffetiD· 1 shared Qian YingiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

George Em KarniadakisORCID

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1 paper

Recent·Most cited

In Silico Post-screening of Anti-polymerization Agents to Treat Sickle Cell Disease

Qian Ying, Nazanin Ahmadi Daryakenari, K. Melissa Hallow, Lu Lu, Pierre A. Buffet, Ming Dao, Li He, George Em Karniadakis

This paper develops a computational platform to evaluate anti-sickling agents by integrating PK/PD models with RBC sickling kinetics, demonstrating its utility in predicting therapeutic efficacy and noncompliance outcomes for existing and potential drugs.

bioRxiv · Oct 25, 2025 · PreprintBioengineering