Author

Melanie L. Johnston

Rutgers, The State University of New JerseyORCID 0000-0003-2161-3255Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alexandra Bozan· 1 shared Amir George· 1 shared Andrew M. Nelson· 1 shared Camilla Folvar· 1 shared Connor W. ColeyiD· 1 shared David GraffiD· 1 shared Faheem K. Mohideen· 1 shared Fanwang MengiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperMicrobiology

Alexandra Bozan

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1 paper

Recent·Most cited

MicrobiologybioRxivPreprintFeb 3, 2025

Identification of Antituberculars with Favorable Potency and Pharmacokinetics through Structure-Based and Ligand-Based Modeling

Vedang Warapande, Fanwang Meng, Alexandra Bozan…·Joel S. Freundlich

The paper develops a hybrid modeling pipeline to identify antitubercular compounds with favorable potency and pharmacokinetics, resulting in 12 promising candidates from a large compound library.

2 citations

deep learningmachine learning (classical)

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