Author

David Lloyd

insitro, inc. (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Anna Merkoulovitch· 1 shared Christoph KleiniD· 1 shared Christopher S. ProbertiD· 1 shared Colm T. O’DushlaineiD· 1 shared Daphne KolleriD· 1 shared David AmariD· 1 shared Hari SomineniiD· 1 shared Jingwen PeiiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Anna Merkoulovitch

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1 paper

Recent·Most cited

EmbedGEM: A framework to evaluate the utility of embeddings for genetic discovery

Sumit Mukherjee, Zachary Ryan McCaw, Jingwen Pei, Anna Merkoulovitch, Tom Soare, Raghav Tandon, David Amar, Hari Somineni, Christoph Klein, Santhosh Satapati, David Lloyd, Christopher S. Probert, Daphne Koller, Colm T. O’Dushlaine, Theofanis Karaletsos

EmbedGEM evaluates embeddings for genetic discovery by assessing heritability and disease relevance using polygenic risk scores and genome-wide association statistics.

Bioinformatics Advances · Jan 1, 2024Peer-reviewedBioinformatics