Author

G. Pontillo

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Open access Oct 2026

Virtual Brain Modelling Reveals Altered Network Dynamics and Predicts Symptom Severity in Schizophrenia: Relevance to Antipsychotic Treatment Response and Resistance

Background Schizophrenia (SZ) is a heterogeneous disorder characterized by positive, negative, cognitive and disorganisation symptoms, with pleomorphic phenotype and poorly understood aetiology. Dopamine dysregulation represents the most replicated in vivo pathophysiology finding. However, accumulating evidence suggest...

Matteo Vitacca, D. Pischedda, M. Ciccarelli et al. · bioRxiv · 0 citations

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