Association of echocardiographic findings with mortality: human assessment vs. automated deep learning analysis
AI-based echocardiographic analysis shows excellent correlation with human-derived measurements. Incorporating automated strain analysis resulted stronger association with mortality of the AI analysis compared to standard human analysis.
Authors
- Shmuel Banai (ORCID: https://orcid.org/0000-0002-3299-2839)
- Maor Tzuberi
- Yan Topilsky
- Hila Merin
- Moran Gvili Perelman
- Elina Stsiapanava
- Roei Merin
Institutions
- Ben-Gurion University of the Negev (IL)
- Tel Aviv University (IL)
- Tel Aviv Sourasky Medical Center (IL)
- Weizmann Institute of Science (IL)
Publication Details
- Journal
- European Heart Journal - Digital Health
- Published
- 2026-01-21
- DOI
- https://doi.org/10.1093/ehjdh/ztaf148
- Primary Topic
- Cardiovascular Function and Risk Factors
- Type
- article
- Field-Weighted Citation Impact
- 0.00