Development and temporal validation of a two-stage ECG-based machine learning model for LVEF screening: a Middle Eastern cohort study
Abstract Background Heart failure is a global health burden, yet artificial intelligence (AI) screening tools for left ventricular ejection fraction (LVEF) have largely been validated in Western populations with limited data from the Middle East. We aimed to develop and validate an interpretable-fir...
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| Hauptverfasser: | , , , , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
BMC
2026-03-01
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| Schriftenreihe: | BMC Cardiovascular Disorders |
| Schlagworte: | |
| Online-Zugang: | https://doi.org/10.1186/s12872-026-05763-3 |
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