Key Points
Many large language models are proprietary, restricting their use with health protected information
Open-source models can be downloaded for immediate use to expedite research tasks such as chart review
Abstract
Large language models have received considerable attention but it remains unclear how researchers without a coding background can apply them to health protected data. We experimented with using a model to accelerate chart review with no additional training or finetuning.
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Author notes
Data availability Code available at: https://github.com/barbaralam/cxrpe/tree/main
© 2025 American Society of Hematology. Published by Elsevier Inc. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.
2025