Author

Qiayi Zha

Broad Institute

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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Organism:human· 1 Research Focus:imputation· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Ahmed Alaa· 1 shared Andrew Chan· 1 shared Anthony PhilippakisiD· 1 shared Bing Yu· 1 shared Bruce M. PsatyiD· 1 shared Christie Mitchell BallantyneiD· 1 shared Gina Marie PelosoiD· 1 shared İlker DemireliD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Ahmed Alaa

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1 paper

Recent·Most cited

Machine learning cross-platform proteomic imputation enables protein quality scoring and replication of epidemiological associations

Linke Li, Ahmed Alaa, Youxin Tan, İlker Demirel, Sam Freesun Friedman, Qiayi Zha, Russell P. Tracy, Kent D. Taylor, Bing Yu, Christie Mitchell Ballantyne, Rajat Deo, Ruth F. Dubin, Michael Y. Tsai, Gina Marie Peloso, Jennifer A. Brody, , Zhi Yu

This paper develops a machine learning framework to impute cross-platform proteomic data, improving replication of epidemiological findings and protein quality scoring.

bioRxiv · May 9, 2026 · PreprintBioinformatics