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AI-powered surveillance of bronchiolitis in the Nirsevimab era: comparative performance of machine learning, deep learning, and large language models on free-text ED records

Crossref DOI link: https://doi.org/10.1186/s12873-025-01468-6

Published Online: 2026-03-10

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Costa, Marianna

Khan, Mohd Rashid

Vedovelli, Luca

Gregori, Dario

Azzolina, Danila

Bressan, Silvia https://orcid.org/0000-0002-6736-5392
Funding

Funding for this research was provided by:

Ministero dell’Istruzione, dell’Università e della Ricerca (B53C22006440001)

NextGenerationEU (C53D23006230006)
License Information

Text and Data Mining valid from 2026-03-10

Version of Record valid from 2026-04-16
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Article History

Received: 20 August 2025

Accepted: 29 December 2025

First Online: 10 March 2026

Declarations

:

: Not applicable.

: The authors declare no competing interests.

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