Author

Zoe D. Trutner

The University of Texas at AustinORCID 0000-0002-2226-4192Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1 Genomics· 1

Signature Assays, Organisms & Methods

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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

Brianna I. FlynniD· 2 shared Emily M. JavaniD· 2 shared Eucharist KuniD· 2 shared Prakash JayakumariD· 2 shared Tarjinder SinghiD· 2 shared Vagheesh M. NarasimhaniD· 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

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

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2 shared papersGenetic & Genomic Medicine

Brianna I. FlynnORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

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

Brianna I. Flynn, Emily M. Javan, Eugenia Lin, Zoe D. Trutner, Karl M. Koenig, Kenoma O. Anighoro, Eucharist Kun, Alaukik Gupta, Tarjinder Singh, Prakash Jayakumar, 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.

npj Digital Medicine · Aug 21, 2023Peer-reviewedGenetic & Genomic Medicine

The genetic architecture of the human skeletal form

Eucharist Kun, Emily M. Javan, Olivia S. Smith, Faris F. Gulamali, Javier de la Fuente, Brianna I. Flynn, Kushal Vajrala, Zoe D. Trutner, Prakash Jayakumar, Elliot M. Tucker–Drob, Mashaal Sohail, Tarjinder Singh, 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.

Science · Jul 20, 2023Peer-reviewedGenomics