Artificial intelligence implementation in automated heart chambers quantification during pharmacological stress echocardiography
AI-driven volumetric analysis is a reliable method for quantifying left-sided heart chambers during pharmacological SE, with results closely matching expert measurements. Moderate reliability for right-sided chambers highlights the need for high-quality imaging and standardized protocols. AI integration may streamline SE workflows and support improved clinical decision-making.
Authors
- Jorge Alfredo Lowenstein (ORCID: https://orcid.org/0000-0001-5804-9075)
- Dovydas Verikas (ORCID: https://orcid.org/0000-0001-5937-745X)
- Karina Wierzbowska‐Drabik (ORCID: https://orcid.org/0000-0002-7623-5389)
- Rosina Arbucci (ORCID: https://orcid.org/0000-0003-0652-3913)
- Eugenio Picano
- Domenico Tuttolomondo (ORCID: https://orcid.org/0000-0002-1291-0306)
- Arnas Karužas (ORCID: https://orcid.org/0000-0002-8441-0108)
- Karolis Šablauskas (ORCID: https://orcid.org/0000-0003-4166-0331)
- Ieva Kažukauskienė (ORCID: https://orcid.org/0000-0002-0619-3881)
- Vaiva Lesauskaitė (ORCID: https://orcid.org/0000-0003-2736-3111)
- Quirino Ciampi (ORCID: https://orcid.org/0000-0003-4775-8380)
- Costantina Prota (ORCID: https://orcid.org/0000-0003-0393-9876)
- Lauro Cortigiani (ORCID: https://orcid.org/0000-0002-1804-4939)
- Nicola Gaibazzi (ORCID: https://orcid.org/0000-0002-2207-3388)
- Antanas Kiziela (ORCID: https://orcid.org/0000-0003-1754-1068)
- Attilio Lepone
- Jurgita Plisienė
- L Miscikas
- Sofia Marconi
- J D Kasprzak
Institutions
- University of Pisa (IT)
- University of Parma (IT)
- IMT School for Advanced Studies Lucca (IT)
- Lithuanian University of Health Sciences (LT)
- Vilnius University (LT)
- Hospital Episcopal San Lucas (PR)
- University of Belgrade (RS)
- Vilnius University of Applied Sciences (LT)
- Lithuanian Innovation Centre (LT)
- Cytodiagnostics (Canada) (CA)
- Fatebenefratelli Hospital (IT)
- University Hospitals Parma Medical Center (US)
- Medical University of Lodz (PL)
- Ospedali Riuniti San Giovanni di Dio e Ruggi d'Aragona (IT)
- Azienda Ospedaliera Universitaria Pisana (IT)
Publication Details
- Journal
- European Heart Journal - Digital Health
- Published
- 2025-10-22
- DOI
- https://doi.org/10.1093/ehjdh/ztaf121
- Primary Topic
- Advanced X-ray and CT Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00