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Deep learning-based strain echocardiography adds prognostic value in heart failure with reduced ejection fraction

26/10/2026 · Thành viên: PGS.TS Nguyễn Chấn Hùng · Nguồn: OpenAlex

Abstract Aims Echocardiographic global longitudinal strain (GLS) and mechanical dispersion (MD) improve risk prediction in heart failure. To facilitate clinical implementation, we aimed to develop...

<p><strong>Tác giả:</strong> Daniela Melichova, John Nyberg, Thuy Mi Nguyen, Ivar Mjåland Salte, Øyvind Olav Salvesen, Håvard Dalen, Lasse Løvstakken, Harald Brunvand, Kristina Hermann Haugaa, Thor Edvardsen, Andreas Østvik, Bjørnar Leangen Grenne</p>

<p>Abstract Aims Echocardiographic global longitudinal strain (GLS) and mechanical dispersion (MD) improve risk prediction in heart failure. To facilitate clinical implementation, we aimed to develop a deep learning-based method for fast, fully automated GLS and MD and validate its ability to predict ventricular arrhythmia (VA) and all-cause mortality. Methods and results This prospective observational study included 568 patients (73 ± 13 years, 67% male) with first diagnosis of heart failure an...</p>

<p>📄 DOI: <a href="https://doi.org/https://doi.org/10.1093/ehjimp/qyag178" target="_blank" rel="noopener">https://doi.org/10.1093/ehjimp/qyag178</a></p>

<p>📖 <a href="https://doi.org/https://doi.org/10.1093/ehjimp/qyag178" target="_blank" rel="noopener">Xem bài báo đầy đủ</a></p>

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