Author

Y. A. Evrard

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cancer Biology· 3

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:bulk RNA-seq· 2 Research Focus:drug response / drug discovery· 2 Approach:experimental assay· 2 Assay:whole-exome sequencing· 2 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:metagenomics· 1

Frequent Co-Authors

J. H. Doroshow· 3 shared A. Srivastava· 2 shared B. Davis-Dusenbery· 2 shared C. Frech· 2 shared C. J. Bult· 2 shared D. A. Dean· 2 shared F. Meric-Bernstam· 2 shared J. A. Moscow· 2 shared

Activity by Year

2019-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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3 shared papersCancer Biology

J. H. Doroshow

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3 papers

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

PDXNet Portal: Patient-Derived Xenograft model, data, workflow, and tool discovery

S. Koc, M. W. Lloyd, J. Grover, S. Seepo, S. Lakshmi Subramanian, M. Ray, C. Frech, J. DiGiovanna, P. Webster, S. Neuhauser, A. Srivastava, X. Yi Woo, B. J. Sanderson, B. White, P. Lott, , J. H. Chuang

The paper introduces the PDXNet Portal, a centralized resource for PDX models and data, offering analysis workflows and facilitating cancer research collaboration.

bioRxiv · Oct 15, 2021Cancer Biology

Systematic Establishment of Robustness and Standards in Patient-Derived Xenograft Experiments and Analysis

Y. A. Evrard, A. SRIVASTAVA, J. Randjelovic, S. Arunachalam, C. J. Bult, H. Chen, L. Chen, M. Davies, S. Davies, B. Davis-Dusenbery, J. DiGiovanna, L. Ding, J. H. Doroshow, B. Fang, C. Frech, , J. Morris

The paper tests the reproducibility of PDX drug responses and sequence results across different labs using standardized protocols and workflows.

bioRxiv · Oct 2, 2019Cancer Biology