Author

William Zhu

Yale UniversityORCID 0000-0001-8898-9244Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Christopher J. F. CameroniD· 1 shared Mark GersteiniD· 1 shared Pengyu NiiD· 1 shared Ran MengiD· 1 shared Tselmeg UlammandakhiD· 1 shared Xiao ZhouiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Christopher J. F. CameronORCID

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1 paper

Recent·Most cited

BioinformaticsProceedings of the National Academy of SciencesPeer-reviewedNov 11, 2025

Machine Learning Models Based on Histological Images from Healthy Donors Identify ImageQTLs and Predict Chronological Age

Ran Meng, William Zhu, Christopher J. F. Cameron…·Mark Gerstein

This paper develops models linking histological images to genotype, transcriptome, and age, identifying 906 imageQTLs and predicting gene expression and chronological age from images.

4 citations

humanimaging

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