A Multimodular AI Algorithm for Automated Assessment of Left Ventricular Function in Ischemic Heart Disease: Ejection Fraction, Wall Motion, and Regional Myocardial Segmentation
This is the first study to integrate automated EF calculation and WMA detection within a single workflow. SafeHeart offers accurate, reproducible, and rapid analysis, with the potential to support routine echocardiography practice. Color-coded region segmentation can facilitate more standardized and reliable results. Sidem Gül1, Reşit Taşdemir2, Beyza Açıkgöz2, Hakan Duman3, Hamza Hodzic4, Sena Köker5, Nazlı Erdemir6, Mehmet Kıvrak7 Corresponding.
Authors
- Hakan Duman (ORCID: https://orcid.org/0000-0002-1441-7320)
- Harun Hodžić (ORCID: https://orcid.org/0009-0007-6940-9006)
- S. Aydin Koker (ORCID: https://orcid.org/0009-0006-2628-5181)
- Mehmet Kıvrak (ORCID: https://orcid.org/0000-0002-2405-8552)
- Sidem Gül (ORCID: https://orcid.org/0009-0000-0379-1002)
- B. Açıkgöz (ORCID: https://orcid.org/0009-0007-6770-0588)
- Reşit Taşdemir (ORCID: https://orcid.org/0009-0008-9369-2910)
- Nazlı Erdemir (ORCID: https://orcid.org/0009-0005-8517-5102)
Institutions
- Recep Tayyip Erdoğan University (TR)
- Malatya Turgut Özal Üniversitesi (TR)
- Turku City Hospital (FI)
- Kocaeli Üniversitesi (TR)
- Turgut Özal University (TR)
- Istanbul University (TR)
Publication Details
- Journal
- Balkan Medical Journal
- Published
- 2025-11-03
- DOI
- https://doi.org/10.4274/balkanmedj.galenos.2025.2025-8-160
- Citations
- 2
- Primary Topic
- Cardiovascular Function and Risk Factors
- Type
- article
- Field-Weighted Citation Impact
- 2.78