Artificial intelligence-enabled reconstruction of the right ventricular pressure curve using the peak pressure value: a proof-of-concept study
The proposed method enables the reconstruction of the RV pressure curve using only the peak value as input. Thus, it may serve as a fundamental component for developing new echocardiographic tools targeting the afterload-adjusted assessment of RV function.
Authors
- Márton Tokodi (ORCID: https://orcid.org/0000-0003-3036-4131)
- Alexandra Fábián (ORCID: https://orcid.org/0000-0002-8449-0638)
- Bálint Károly Lakatos
- Luigi Paolo Badano (ORCID: https://orcid.org/0000-0002-0379-3283)
- Mihai V. Podgoreanu (ORCID: https://orcid.org/0000-0001-5539-4674)
- Denisa Muraru (ORCID: https://orcid.org/0000-0003-2514-3668)
- Claudia Baratto (ORCID: https://orcid.org/0000-0003-3472-4851)
- Zoltán Tősér (ORCID: https://orcid.org/0000-0003-4346-2515)
- Alina Nicoara (ORCID: https://orcid.org/0000-0002-3814-6182)
- Attila D Kovács (ORCID: https://orcid.org/0000-0003-2320-6434)
- András Sárkány (ORCID: https://orcid.org/0000-0002-7506-7563)
- Michele Tomaselli (ORCID: https://orcid.org/0000-0002-3004-2100)
- Ádám Szijártó (ORCID: https://orcid.org/0000-0001-7256-1243)
- Sergio Caravita (ORCID: https://orcid.org/0000-0002-3003-6499)
- Béla Péter Merkely (ORCID: https://orcid.org/0000-0001-6514-0723)
Institutions
- Semmelweis University (HU)
- University of Bergamo (IT)
- Argus International (United States) (US)
- Duke Medical Center (US)
- IRCCS Istituto Auxologico Italiano (IT)
- Duke University Hospital (US)
- Istituti di Ricovero e Cura a Carattere Scientifico (IT)
- University of Milano-Bicocca (IT)
Publication Details
- Journal
- European Heart Journal - Imaging Methods and Practice
- Published
- 2024-09-23
- DOI
- https://doi.org/10.1093/ehjimp/qyae099
- Citations
- 6
- Primary Topic
- Pulmonary Hypertension Research and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 2.51
Funders
- European Commission
- Ministero della Salute
- Magyar Tudományos Akadémia
- Nemzeti Kutatási Fejlesztési és Innovációs Hivatal
- Nemzeti Kutatási, Fejlesztési és Innovaciós Alap