Author

Xiyuan Liu

Syracuse University

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Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1

Frequent Co-Authors

Andrew C. KowalczewskiiD· 1 shared Courtney Sakolish· 1 shared Danny VuiD· 1 shared Huaxiao YangiD· 1 shared Ivan RusyniD· 1 shared Sarah D. BurnettiD· 1 shared Zhen MaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Andrew C. KowalczewskiORCID

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1 paper

Recent·Most cited

A Deep Learning-Based Scoring Framework for Large-Scale Multi-Donor Cardiotoxicity Screening

Danny Vu, Andrew C. Kowalczewski, Sarah D. Burnett, Courtney Sakolish, Xiyuan Liu, Huaxiao Yang, Ivan Rusyn, Zhen Ma

This paper develops a deep learning framework to screen for cardiotoxicity using hiPSC-derived cardiomyocytes, identifying compounds with high toxicity scores and inter-donor variability.

Computational and Structural Biotechnology Journal · Mar 1, 2026Peer-reviewedBioengineering