Author

Dinan H. Elsyad

Broad InstituteORCID 0009-0008-1457-7659Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:large language model· 1

Frequent Co-Authors

Catalina BetancuriD· 1 shared Chiara AuwerxiD· 1 shared F. Kyle SatterstromiD· 1 shared Jack M. FuiD· 1 shared Jacob S. BerkowitziD· 1 shared Jérémy GueziD· 1 shared Konrad J. KarczewskiiD· 1 shared Mark J. DalyiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Catalina BetancurORCID

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1 paper

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintOct 19, 2026

Large language model classifies prior evidence in gene-phenotype associations

Jérémy Guez, Chiara Auwerx, Wenhan Lu…·Konrad J. Karczewski

PESTO classifies gene-phenotype associations as Novel, Hypothesized, Existing, or Established using a large language model and structured genetic evidence, identifying 7% as Novel and 21% as Hypothesized in 940 associations.

DOI 10.64898/2026.10.17.26365766

humanGWAS summary statistics

𝕏 PostBluesky