Author

Elizabeth L. Chou

Massachusetts General HospitalORCID 0000-0002-0997-6785Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Alessandro ArduiniiD· 1 shared Alexander G. BickiD· 1 shared Amelia Weber HalliD· 1 shared Amer-Denis AkkadiD· 1 shared Anthony PhilippakisiD· 1 shared Carolina RoselliiD· 1 shared Christian M. StegmanniD· 1 shared Dejan JuriciD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Alessandro ArduiniORCID

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1 paper

Recent·Most cited

Deep learning enables genetic analysis of the human thoracic aorta

James P. Pirruccello, Mark D. Chaffin, Elizabeth L. Chou, Stephen J. Fleming, Honghuang Lin, Mahan Nekoui, Shaan S. Khurshid, Sam Freesun Friedman, Alexander G. Bick, Alessandro Arduini, Lu-Chen C Weng, Seung Hoan Choi, Amer-Denis Akkad, Puneet Batra, Nathan R. Tucker, , Patrick T. Ellinor

This study uses deep learning to analyze aortic dimensions from MRI and identifies genetic loci associated with aortic diameter, highlighting SVIL as a key gene and developing a polygenic score for aneurysm risk.

Nature Genetics · Nov 26, 2021Peer-reviewedGenomics