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Development of a confidence-based Natural Language Processing tool to identify inflammatory arthritis from non-inflammatory conditions in Rheumatology medical notes

Crossref DOI link: https://doi.org/10.1186/s13075-025-03713-6

Published Online: 2026-01-10

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

Authors

Tonutti, Antonio

Luciano, Nicoletta

Maizza, Benedetta

Papatolo, Antonio

Bellone, Alessandro

Svensson Di Giorgio, Sofia

Tettamanzi, Gaia

Grondelli, Maria Chiara

Barone, Elisa

Lambri, Nicola

Loiacono, Daniele

Selmi, Carlo
License Information

Text and Data Mining valid from 2026-01-10

Version of Record valid from 2026-02-06
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Article History

Received: 12 August 2025

Accepted: 3 December 2025

First Online: 10 January 2026

Declarations

:

: This study was approved by the Ethics Committee of IRCCS Humanitas Research Hospital (AI-MULTIMMUNO-2023), all participants provided written informed consent.

: Not applicable.

: The authors declare no competing interests.

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