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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. · 0 citations
Open access Aug 2026

Localized brain delivery of drugs via focused ultrasound-responsive bi-layer nanobubbles

Focused ultrasound (FUS) in combination with micro- or nanobubbles is a promising strategy for transiently and non-invasively opening the blood-brain barrier (BBB) to enable targeted drug delivery to the brain. Here, we report a FUS-responsive delivery system using bi-layer nanobubbles (NBs) loaded with small molecules...

Narges Nasrollahi Boroujeni, Mehregan Rahmani, Mohammad Fathi et al. · 1 citation

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