Author

Claudio Crema

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Open access Oct 2026

Comparative Evaluation of Open-Weight Large Language Models for Pathological Brain MRI Reports Classification: From Prompts to a Fine-Tuned Model.

RATIONALE AND OBJECTIVES Automated semantic classification of radiology reports can enhance clinical workflows and research, but often relies on language- and task-specific models, limiting scalability. This study aims to evaluate and improve the 0-shot baseline performance of open-weight large language models (LLMs) i...

Claudio Demaria, Claudio Crema, Mario Verdicchio et al. · Academic Radiology · 0 citations

Open access Aug 2026

Norms for Automatic Estimation of White Matter Hyperintensities Burden: LST-AI Service in neuGRID

This study provides an externally validated normative framework for interpreting LST-AI-derived WMH burden through the neuGRID single-case service and proposes modality-specific norms that enable standardized identification and contextualization of elevated WMH burden.

A. Boccali, Silvia De Francesco, Claudio Crema et al. · Diagnostics · 0 citations