Author

Jamie Shaffer

University of WashingtonORCID 0000-0003-4045-7665Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:benchmark study· 2 Research Focus:benchmarking· 2 Research Focus:database / resource· 2 Assay:electronic health records· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Bhavesh J. PateliD· 2 shared Camille NebekeriD· 2 shared Nayoon GimiD· 2 shared Aaron LeeiD· 1 shared Abigail Lucero· 1 shared Alex Handler WagneriD· 1 shared Amir Hassan BahmaniiD· 1 shared Andrew E. WilliamsiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

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10 top collaborators · 35 mutual co-author links

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2 shared papersBioinformatics

Bhavesh J. PatelORCID

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2 papers

Recent·Most cited

Bioinformaticsnpj Digital MedicinePeer-reviewedMay 9, 2026

Dataset Documentation for Responsible AI: Analysis of Suitability and Usage for Health Datasets

Anna Heinke, Lingling Huang, Kyongmi U. Simpkins…·Majid Rodger

This study evaluates five dataset documentation approaches for health datasets and finds none are widely used or fully suitable, recommending a new standard with guidelines and tools.

1 citation

electronic health recordsbenchmark study

𝕏 PostBluesky

BioinformaticsbioRxivPreprintOct 23, 2024

AI-readiness criteria for biomedical data

Timothy Clark, John Harry Caufield, Jillian A. Parker…·Monica C. Muñoz-Torres

The paper defines AI-readiness criteria for biomedical data, encompassing seven dimensions, and evaluates them across flagship datasets to ensure ethical and explainable AI practices.

32 citations

benchmark studybenchmarking

𝕏 PostBluesky