Journal of imaging informatics in medicine
Automated HFrEF Diagnosis Using an Optimized TimeSformer Model in Echocardiography.
Georgios Petmezas, Vasileios E Papageorgiou, Vassilios Vassilikos, Efstathios Pagourelias, Dimitrios Tachmatzidis, George Tsaklidis, Aggelos K Katsaggelos, Nicos Maglaveras
Published: 202510.1007/s10278-025-01758-2
Abstract
Heart failure with reduced ejection fraction (HFrEF) presents a significant diagnostic challenge, particularly in advanced stages. Deep learning (DL) models offer promising potential for automated HFrEF detection, but their effectiveness is often lim…
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