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. 2025 Aug;51(8):1542-1544.
doi: 10.1007/s00134-025-08025-6. Epub 2025 Jul 10.

Early prediction of non-invasive ventilation outcome using the TabPFN machine learning model: a multi-centre validation study

Hang Yu  1 , Sina Saffaran  1 , Israel S Maia  2 , Enrico Clini  3   4 , Declan G Bates  1 ; NIVPredict study group
Collaborators, Affiliations

Early prediction of non-invasive ventilation outcome using the TabPFN machine learning model: a multi-centre validation study

Hang Yu et al. Intensive Care Med. 2025 Aug.
No abstract available

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Conflict of interest statement

Declarations. Conflicts of interest: All authors declare that they have no competing interests.

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