Author

R. L. Stevens

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Cancer Biology· 1

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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

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A. Partin· 1 shared F. Xia· 1 shared J. H. Doroshow· 1 shared M. Shukla· 1 shared O. Narykov· 1 shared P. Vasanthakumari· 1 shared T. Brettin· 1 shared Y. A. Evrard· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperCancer Biology

A. Partin

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1 paper

Recent·Most cited

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

O. Narykov, Y. Zhu, T. Brettin, Y. A. Evrard, A. Partin, F. Xia, M. Shukla, P. Vasanthakumari, J. H. Doroshow, R. 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.

Briefings in Bioinformatics · Apr 3, 2025Peer-reviewedCancer Biology