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Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/97621, first published .
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Correction: Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

Correction: Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study

1I²C Research Group, Universidad de Huelva, Huelva, Spain

2Cardiology Department, Juan Ramón Jiménez University Hospital, Multidisciplinary Amyloidosis Unit Huelva, Hospital Juan Ramón Jiménez, Huelva, Spain

Corresponding Author:

Jacinto Mata, PhD



In “Multicriteria Optimization of Language Models for Heart Failure With Preserved Ejection Fraction Symptom Detection in Spanish Electronic Health Records: Comparative Modeling Study” [1], the authors made one correction.

In the Acknowledgments section, the following text was revised:

This project was funded by the Institute of Health Carlos III, Ministry of Science, Innovation and Universities, Spanish Government (grant number PI20/01485).

The text now reads:

This study has been funded by the Instituto de Salud Carlos III through the project PI20/01485 (cofunded by the European Regional Development Fund/European Social Fund “A way to make Europe”/“Investing in your future”).

The correction will appear in the online version of the paper on the JMIR Publications website, together with the publication of this correction notice. Because this was made after submission to PubMed, PubMed Central, and other full-text repositories, the corrected article has also been resubmitted to those repositories.

  1. Mata J, Pachón V, Manovel A, Maña MJ, de la Villa M. Multicriteria optimization of language models for heart failure with preserved ejection fraction symptom detection in Spanish electronic health records: comparative modeling study. J Med Internet Res. Jul 17, 2025;27:e76433. [CrossRef] [Medline]

This is a non–peer-reviewed article. submitted 15.Apr.2026; accepted 20.Apr.2026; published 28.May.2026.

Copyright

© Jacinto Mata, Victoria Pachón, Ana Manovel, Manuel J Maña, Manuel de la Villa. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 28.May.2026.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research (ISSN 1438-8871), is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.