Author

Kee-Lee K. Stocks

Tufts University

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Biology Disciplines

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Bioinformatics· 1

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Organism:bacteria (other)· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Andrew Zhou· 1 shared Bree B. AldridgeiD· 1 shared Eric Chen· 1 shared Inna V. KriegeriD· 1 shared James C. SacchettiniiD· 1 shared Lia R. SerranoiD· 1 shared Linden T. HuiD· 1 shared Maha Reda FarhatiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Andrew Zhou

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 5, 2026

Improving Generalizability in Whole-Cell Antibiotic Discovery Through Active Learning

Lia R. Serrano, Andrew Zhou, Ziming Wei…·Maha Reda Farhat

This paper evaluates active learning strategies for whole-cell antibiotic discovery, finding an optimal approach that significantly improves hit rates and generalizability across bacterial species.

DOI 10.64898/2026.07.04.736489

bacteria (other)whole-genome sequencing

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