Author

Alexander Partin

Argonne National LaboratoryORCID 0000-0002-9279-9213Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:metagenomics· 1 Approach:optimal transport· 1 Assay:proteomics· 1

Frequent Co-Authors

Fangfang XiaiD· 1 shared James H. DoroshowiD· 1 shared Maulik P. ShuklaiD· 1 shared Oleksandr NarykoviD· 1 shared Priyanka VasanthakumariiD· 1 shared Rick L. StevensiD· 1 shared Thomas Scott BrettiniD· 1 shared Yitan ZhuiD· 1 shared

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2025-2025 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperCancer Biology

Fangfang XiaORCID

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1 paper

Recent·Most cited

Cancer BiologyBriefings in BioinformaticsPeer-reviewedMar 1, 2025

Data Imbalance in Drug Response Prediction - Multi-Objective Optimization Approach in Deep Learning Setting

Oleksandr Narykov, Yitan Zhu, Thomas Scott Brettin…·Rick L. Stevens

This paper addresses data imbalance in drug response prediction by introducing a multi-objective optimization approach using a custom loss function to improve model performance.

6 citations

proteomicsmetagenomics

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