Author

Brianna I. Flynn

The University of Texas at AustinORCID 0000-0003-1500-5464Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Genetic & Genomic Medicine· 1 Genomics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 2 Approach:deep learning· 2 Research Focus:GWAS / association mapping· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Emily M. JavaniD· 2 shared Eucharist KuniD· 2 shared Prakash JayakumariD· 2 shared Tarjinder SinghiD· 2 shared Vagheesh M. NarasimhaniD· 2 shared Zoe D. TrutneriD· 2 shared Alaukik GuptaiD· 1 shared Elliot M. Tucker–DrobiD· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 41 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersGenetic & Genomic Medicine

Emily M. JavanORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Genetic & Genomic Medicinenpj Digital MedicinePeer-reviewedAug 21, 2023

Deep learning based phenotyping of medical images improves power for gene discovery of complex disease

Brianna I. Flynn, Emily M. Javan, Eugenia Lin…·Vagheesh M. Narasimhan

This paper uses deep learning to phenotype knee osteoarthritis from medical images, improving GWAS power and polygenic risk score prediction compared to traditional methods.

18 citations

humanimaging

𝕏 PostBluesky

GenomicsSciencePeer-reviewedJul 20, 2023

The genetic architecture of the human skeletal form

Eucharist Kun, Emily M. Javan, Olivia S. Smith…·Vagheesh M. Narasimhan

The paper uses deep learning on DXA images to identify genetic variants affecting skeletal proportions and links these to evolutionary changes and disease risk.

78 citationstop 1%

humanimaging

𝕏 PostBluesky