Comparative Evaluation of Open-Weight Large Language Models for Pathological Brain MRI Reports Classification: From Prompts to a Fine-Tuned Model
- DOI
- 10.1016/j.acra.2026.09.053
- Published
- 2026-10
- Container
- Academic Radiology
- Publisher
- Elsevier BV
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1016/j.acra.2026.09.053,
title = {Comparative Evaluation of Open-Weight Large Language Models for Pathological Brain MRI Reports Classification: From Prompts to a Fine-Tuned Model},
author = {Claudio Demaria and Claudio Crema and Mario Verdicchio and Valentina Brancato and Vincenzo Alfano and Luca Basso and Giuseppe Pontillo and Damiano Archetti and Silvia Fostinelli and Silvia De Francesco and Michela Pievani and Cesare M. Baronio and Alberto Boccali and Nicola Toschi and Arturo Brunetti and Alberto Redolfi and Marco Aiello},
year = {2026},
journal = {Academic Radiology},
doi = {10.1016/j.acra.2026.09.053},
url = {https://doi.org/10.1016/j.acra.2026.09.053}
}RIS
TY - JOUR TI - Comparative Evaluation of Open-Weight Large Language Models for Pathological Brain MRI Reports Classification: From Prompts to a Fine-Tuned Model AU - Claudio Demaria AU - Claudio Crema AU - Mario Verdicchio AU - Valentina Brancato AU - Vincenzo Alfano AU - Luca Basso AU - Giuseppe Pontillo AU - Damiano Archetti AU - Silvia Fostinelli AU - Silvia De Francesco AU - Michela Pievani AU - Cesare M. Baronio AU - Alberto Boccali AU - Nicola Toschi AU - Arturo Brunetti AU - Alberto Redolfi AU - Marco Aiello PY - 2026 JO - Academic Radiology DO - 10.1016/j.acra.2026.09.053 UR - https://doi.org/10.1016/j.acra.2026.09.053 ER -
APA
Demaria, C., Crema, C., Verdicchio, M., Brancato, V., Alfano, V., Basso, L., Pontillo, G., Archetti, D., Fostinelli, S., Francesco, S. D., Pievani, M., Baronio, C. M., Boccali, A., Toschi, N., Brunetti, A., Redolfi, A., & Aiello, M. (2026). Comparative Evaluation of Open-Weight Large Language Models for Pathological Brain MRI Reports Classification: From Prompts to a Fine-Tuned Model. Academic Radiology. https://doi.org/10.1016/j.acra.2026.09.053
Source records
- crossref · retrieved 2026-11-10T11:10:25.191Z