Author

Olivia Wu

Cedars-Sinai Medical CenterORCID 0009-0001-7204-2416Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Assay:GWAS summary statistics· 1 Assay:imaging· 1

Frequent Co-Authors

Okan Bilge ÖzdemiriD· 2 shared Raelynn CheniD· 2 shared Ruowang LiiD· 2 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

Okan Bilge ÖzdemirORCID

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2 papers

Recent·Most cited

G2DBridge: A Multimodal Framework Linking Genetics to Disease through Imaging Intermediates

Okan Bilge Özdemir, Raelynn Chen, Olivia Wu, Ruowang Li

G2DBridge links genetic variation to disease risk by modeling imaging-derived phenotypes as intermediate traits, improving Alzheimer's Disease prediction over polygenic risk scores without new data.

npj Digital Medicine · Sep 30, 2026Peer-reviewedGenetic & Genomic Medicine

A Deep Ensemble Encoder Network Method for Improved Polygenic Risk Score Prediction

Okan Bilge Özdemir, Raelynn Chen, Olivia Wu, Ruowang Li

This paper introduces DEEN, a deep learning method that improves polygenic risk score prediction by modeling both linear and non-linear SNP effects, showing better performance on UK Biobank and All of Us datasets.

BioData Mining · Jan 24, 2026Peer-reviewedGenetic & Genomic Medicine