Author

Zongmin Liu

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Columbia UniversityORCID 0000-0003-2720-8170Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:proteomics· 1 Approach:statistical model· 1

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 26, 2026

Assay concordance sets exact ceilings on what one biological score can predict

Zongmin Liu

The paper establishes a ceiling for biological score prediction based on assay concordance and finds current predictors achieve 63% and 18% of these ceilings.

DOI 10.64898/2026.08.24.746774

proteomicsstatistical model

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