Author

D. Teodoro

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Review Open access Aug 2026

The consensus-based CINEX guideline for reporting clinical information extraction studies

Abstract Objective Information extraction (IE) from clinical texts has advanced rapidly with recent advances in natural language processing, particularly the advent of large language models (LLMs). However, inconsistent and incomplete reporting of methodologies limits reproducibility, comparability, and clinical transl...

Daniel Reichenpfader, Jamil Zaghir, E. Cécilia-Joseph et al. · JAMIA Journal of the America... · 0 citations

Open access Aug 2026

Human-Level Extraction of Modified Rankin Scale Scores from Real-World Neurosurgical Clinical Notes Using a Locally Deployed, Quantized Large Language Model

This study conducts a clinical evaluation of a secure, locally deployed, quantized large language model (LLM) for automating modified Rankin Scale (mRS) score extraction from unstructured neurosurgical notes. We retrospectively selected 103 authentic clinical letters (2007–2025) from aneurysm patients at a tertiary neu...

A. Bornet, Abiram Sandralegar, A. Yazdani et al. · Machine Learning and Knowled... · 0 citations