Author

Janet Joy

Scripps Research InstituteORCID 0000-0002-8871-0765Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrew I. SuiD· 1 shared Daniel J. Montiel GarciaiD· 1 shared Daniele Parisi· 1 shared Haissi CuiiD· 1 shared Ian A. NewmaniD· 1 shared Jaroslav ŽákiD· 1 shared Jean-Christophe Ducom· 1 shared Padmaja Natarajan· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Andrew I. SuORCID

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2 papers

Recent·Most cited

Federated Knowledge Retrieval Elevates Large Language Model Performance on Biomedical Benchmarks

Janet Joy, Andrew I. Su

This paper introduces BTE-RAG, a retrieval-augmented generation framework that improves LLM performance on biomedical benchmarks by integrating mechanistic evidence from federated knowledge sources.

GigaScience · Jan 1, 2026Peer-reviewedBioinformatics

Catalyzing computational biology research at an academic institute through an interest network

Jaroslav Žák, Ian A. Newman, Daniel J. Montiel Garcia, Daniele Parisi, Janet Joy, Steven Robert Head, Jean-Christophe Ducom, Padmaja Natarajan, Haissi Cui, Sabah Ul-Hasan

The paper describes how a volunteer-led affinity group enhances computational biology skills and networking among researchers at an academic institute.

PLoS Computational Biology · Sep 10, 2025Peer-reviewedBioinformatics