Author

Shifan Yan

Emory 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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Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:large language model· 1 Research Focus:polygenic risk· 1

Frequent Co-Authors

Chang LiuiD· 1 shared Danwei Yao· 1 shared Jiayi ZhangiD· 1 shared Yan V. SuniD· 1 shared Zhaohui Steve QiniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Chang LiuORCID

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1 paper

Recent·Most cited

GENPHIRE: Enhancing Disease Risk Prediction Using Large Language Model

Danwei Yao, Chang Liu, Shifan Yan, Jiayi Zhang, Yan V. Sun, Zhaohui Steve Qin

GENPHIRE uses a large language model to convert genotype profiles into embedded vectors for disease risk prediction, outperforming existing polygenic risk scores in UK Biobank data.

medRxiv · Dec 4, 2025 · PreprintGenetic & Genomic Medicine