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Updated: May 24, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
MINE: An Interactive Platform for Expert-Guided Medical Information Extraction
Chuanming Dong1, Sandie Cabon1, Marc Cuggia1
1Univ Rennes, CHU Rennes, INSERM, LTSI-UMR 1099, Rennes, France.
None:
Clinical reports contain valuable patient information but are difficult to use due to their unstructured format and privacy constraints. We present MINE, a secure and interactive platform that enables experts to collaboratively develop, evaluate, and deploy clinical information extraction models. MINE integrates rule-based, BERT-based, and LLM-based methods within a unified environment. Early results on smoking status, diabetes, and hypertension achieved F-scores above 95%, demonstrating the feasibility of expert-guided extraction.
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