Author

Maurizio Sessa

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#small language model Sep 2026

Employing General-Purpose and Biomedical Large Language Models with Advanced Prompt Engineering for Pharmacoepidemiologic Study Design

Off-the-shelf general-purpose general-purpose LLMs currently offered more reliable support for pharmacoepidemiologic study design than the smaller biomedical LLMs evaluated.

Xin-Yao Zhang, Nicole Sonne Heckmann, Manuela Del Castillo Suero et al. · Pharmaceutical Research · 0 citations

Jul 2026

Multi-Large Language Model Orchestrated Severity Assessment of Clinical Records (MOSAIC)

MOSAIC shows agentic LLM systems can generate and apply clinically meaningful severity phenotypes from structured EHR data in T2D, and extends it to other diseases with similarly multidimensional severity warrants further research.

Manuela Del Castillo Suero, Arnault-Quentin Vermillet, Nicole Sonne Heckmann et al. · arXiv.org · 0 citations