Author

Xianjing Liu

Erasmus MCORCID 0000-0002-2554-5168Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:GWAS / association mapping· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

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Eppo Bonne WolviusiD· 1 shared Fan LiuiD· 1 shared Gennady V. RoshchupkiniD· 1 shared Manfred KayseriD· 1 shared Tamar E. C. NijsteniD· 1 shared Ziyi XiongiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperGenetics

Eppo Bonne WolviusORCID

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1 paper

Recent·Most cited

GeneticsbioRxivPreprintAug 3, 2025

Genetic Insights of Image-Based Traits: Analysis Pipeline for AI-based Phenotyping, Combined-GWAS, and Federated Learning with Application to the Human Face

Xianjing Liu, Ziyi Xiong, Fan Liu…·Gennady V. Roshchupkin

The paper presents a pipeline for analyzing image-based complex traits using AI phenotyping, combined-GWAS, and federated learning, applied to human facial data to identify genetic loci associated with facial shape.

DOI 10.1101/2025.08.03.668352

humanimaging

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