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Open access Oct 2026

Zero-Shot Extraction of Structured Clinical Data from Free-Text CT Reports Using Foundational Large Language Models

Introduction. Large language models (LLMs) are being explored for multiple applications in medical research, including medical text classification. Authors of the study evaluated the performance of three off-the-shelf LLMs in classifying unstructured free-text CT pulmonary angiography reports for pulmonary embolism (PE...

Amulya Gupta, Alexander Hongslo, Q. Nguyen et al. · 0 citations

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