Author

Erica Ma

Harvard University

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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Genetic & Genomic Medicine· 1

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

Chenyin GaoiD· 1 shared Dailin Luo· 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

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2025-2025 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Chenyin GaoORCID

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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