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SYSTEMATIC REVIEW article

Front. Cardiovasc. Med.

Sec. Heart Failure and Transplantation

This article is part of the Research TopicTransforming Care in Heart Failure and Cardiomyopathies: Emerging Insights and TreatmentsView all 13 articles

Improvement Initiatives in the Diagnostic Process of Heart Failure: A Scoping Review

Provisionally accepted
Diego  AguiarDiego Aguiar1Rafael  Gonzalez-ManzanaresRafael Gonzalez-Manzanares2,3,4Manuel  Raya-CruzManuel Raya-Cruz5Juan Carlos  Romero-VigaraJuan Carlos Romero-Vigara6,7Cristina  Salazar MosteiroCristina Salazar Mosteiro8Alejandro J.  García DíazAlejandro J. García Díaz9Victoria  Gonzalez PastorVictoria Gonzalez Pastor9Amaia  Ugarte de MiguelAmaia Ugarte de Miguel9Eduard  Ródenas-AlesinaEduard Ródenas-Alesina10,11*
  • 1Navarra University Hospital, Pamplona, Navarra, Spain, Pamplona, Spain
  • 2Hospital Universitario Reina Sofia, Córdoba, Spain
  • 3Instituto Maimonides de Investigacion Biomedica de Cordoba, Córdoba, Spain
  • 4CIBER de Enfermedades Cardiovasculares, Instituto de Salud Carlos III, Madrid, Spain, Madrid, Spain
  • 5Hospital Universiario de Jaen, Jaén, Spain
  • 6Alfajarín Primary Care Center (Zaragoza), Health Service of Aragon, Spain, Zaragoza, Spain
  • 7Instituto de Investigacion Sanitaria Aragon, Zaragoza, Spain
  • 8Hospital Nuestra Senora del Prado, Talavera de la Reina, Spain
  • 9AstraZeneca Farmaceutica Spain SA, Madrid, Spain
  • 10Department of Cardiology, Vall d'Hebron University Hospital, Catalan Health Institute, Barcelona, Spain
  • 11Centro de Investigacion Biomedica en Red Enfermedades Cardiovasculares, Madrid, Spain

The final, formatted version of the article will be published soon.

Heart failure (HF) poses a substantial global health burden due to its high prevalence and severe clinical outcomes. Early diagnosis is critical to optimize management and reduce the economic impact of HF. This scoping review consolidates existing knowledge on strategies to improve HF diagnosis, emphasizing the utility of biomarkers, imaging techniques, artificial intelligence (AI), and care pathways. A systematic search of PubMed/Medline and Scopus databases identified 198 relevant studies published since 2010, focusing on adult populations without a prior HF diagnosis. The inclusion criteria centered on initiatives aimed at enhancing diagnostic processes. Results indicate that biomarkers, particularly natriuretic peptides such as N-terminal prohormone of BNP (NT-proBNP), are central to early HF detection, showing high sensitivity. Emerging biomarkers, like microRNAs, offer potential for improved diagnostic accuracy. Imaging techniques, including echocardiography and lung ultrasound, remain primary tools for assessing cardiac function, while AI applications in imaging and electronic health records represent a rapidly evolving field. These tools show promising potential for early identification of HF patients, although most require further validation and standardization before routine clinical implementation. Care pathways emphasizing high-resolution consultations and integrated diagnostic tools enable prompt HF diagnosis, crucial for initiating early treatments. By implementing these diagnostic strategies, particularly in high-risk populations such as those with comorbid conditions, there is potential to significantly advance patient outcomes and healthcare resource management. Nevertheless, it is essential to translate these advances into clinical practice, considering healthcare context and socioeconomic limitations, and promoting international consensus to ensure their global adoption. In conclusion, ongoing research and refinement of these diagnostic tools are imperative to effectively address the growing challenge of HF.

Keywords: Heart Failure, early diagnosis, biomarkers, Diagnostic Imaging, artificial intelligence, Care Pathways

Received: 08 Aug 2025; Accepted: 30 Nov 2025.

Copyright: © 2025 Aguiar, Gonzalez-Manzanares, Raya-Cruz, Romero-Vigara, Salazar Mosteiro, García Díaz, Gonzalez Pastor, Ugarte de Miguel and Ródenas-Alesina. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Eduard Ródenas-Alesina

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