Author

Chenyin Gao

Harvard UniversityORCID 0000-0002-3850-5587Unclaimed 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 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Dailin Luo· 1 shared Erica Ma· 1 shared Jordan W. SmolleriD· 1 shared Justin D. TubbsiD· 1 shared Min GuoiD· 1 shared Phil H. LeeiD· 1 shared Rui DuaniD· 1 shared Sijia LiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Dailin Luo

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1 paper

Recent·Most cited

Unsupervised Ensemble Learning for Efficient Integration of Pre-trained Polygenic Risk Scores

Chenyin Gao, Justin D. Tubbs, Yi Han, Min Guo, Sijia Li, Erica Ma, Dailin Luo, Jordan W. Smoller, Phil H. Lee, Rui Duan

This paper introduces UNSemblePRS, an unsupervised ensemble method for integrating pre-trained polygenic risk scores without phenotype data, showing robust performance across diverse populations.

medRxiv · Jan 6, 2025 · PreprintGenetic & Genomic Medicine