SIFTING: A Novel LLM-Based Framework for Structured and Transparent Information Extraction from Clinical Free-Text Reports, with Application to Tumor Staging in Lung Cancer
SIFTING enables accurate, structured, and traceable information extraction from clinical free-text documents and ensures data control, reproducibility, and verifiable outputs that can support clinical validation and workflow integration.
Mirco Hess, Gerben van Veenendaal, J. Wakkie et al.
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