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J. Wakkie

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#natural language process... Preprint Sep 2026

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. · 0 citations