Author

Max Mingqian Zhao

The University of Texas at San Antonio

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Ru QiuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 7, 2026

A confound-diagnostic toolkit for in silico perturbation with single-cell foundation models

Ru Qiu, Max Mingqian Zhao

The paper introduces a framework to assess whether in silico perturbations using foundation models reflect biological responses or confounding factors.

DOI 10.64898/2026.08.04.732812

scRNA-seqstatistical model

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