AI-Enabled ECG Analysis Improves Diagnostic Accuracy and Reduces False STEMI Activations
AI-based ECG analysis significantly improved STEMI detection, reduced FPAs, and enhanced the recognition of nonconventional presentations. This supports integration of AI-based ECG analysis into acute chest pain pathways.
Authors
- Anthony Demolder (ORCID: https://orcid.org/0000-0002-1531-6396)
- Timothy D. Henry (ORCID: https://orcid.org/0000-0003-1123-0533)
- Nils P. Johnson (ORCID: https://orcid.org/0000-0002-0897-2301)
- Stephen W. Smith (ORCID: https://orcid.org/0000-0002-9166-9804)
- Andrej Iring (ORCID: https://orcid.org/0009-0000-5234-7733)
- Timea Kisova (ORCID: https://orcid.org/0000-0002-2489-5860)
- Scott W. Sharkey (ORCID: https://orcid.org/0000-0002-7678-1742)
- Benjamin L. Cooper (ORCID: https://orcid.org/0000-0001-8820-6828)
- Timotej Palus
- Bryn E. Mumma (ORCID: https://orcid.org/0000-0002-2900-2048)
- Jake D. Hoyne (ORCID: https://orcid.org/0000-0002-9748-2899)
- Róbert Hatala (ORCID: https://orcid.org/0000-0001-9674-2540)
- Robert Herman (ORCID: https://orcid.org/0000-0002-8773-1732)
- Emanuele Barbato (ORCID: https://orcid.org/0000-0002-0050-5178)
- Suzanne J. Baron
- Marta Belmonte (ORCID: https://orcid.org/0000-0002-9777-8104)
- H. Pendell Meyers (ORCID: https://orcid.org/0000-0001-7484-2022)
- Adam Rafajdus
- Jozef Bartunek
Institutions
- University of Minnesota (US)
- Memorial Hermann (US)
- Beth Israel Deaconess Medical Center (US)
- Abbott Northwestern Hospital (US)
- Texas Medical Center (US)
- Carolinas Medical Center (US)
- Hennepin County Medical Center (US)
- National Institute of Cardiovascular Diseases (SK)
- Onze Lieve Vrouwziekenhuis Hospital (BE)
- Baim Institute for Clinical Research (US)
- Flanders Environment Agency (BE)
- Christ Hospital (US)
- University of California, Davis (US)
- Sapienza University of Rome (IT)
Publication Details
- Journal
- JACC: Cardiovascular Interventions
- Published
- 2025-10-28
- DOI
- https://doi.org/10.1016/j.jcin.2025.10.018
- Citations
- 8
- Primary Topic
- ECG Monitoring and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 11.11