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Timo Milbich

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#artificial intelligence Preprint Aug 2026

LUCAID: Agentic Multimodal AI for Lung Cancer Precision Pathology

LUCAID is an agentic AI system for precision lung cancer pathology that combines diagnostic reasoning with nine modules that cover the full routine workflow, from quality control, tumor detection and segmentation, histological subtyping, tumor microenvironment profiling, tumor cellularity quantification, and predictive biomarker scoring to automated structured report generation.

M. Eich, K. Standvoss, Timo Milbich et al. · 0 citations

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