The results demonstrate that ESPNet not only outperforms existing methods but also achieves a level of consistency comparable to inter observer variability among mid-career clinicians, effectively addressing the clinical need for reliable and efficient automated LVEF measurement.
Chunjie Shan, Guan-Jun Guo, Zhongqing Shi et al.· IEEE journal of biomedical a...· 0 citations
Background Ventricular pre-excitation can cause left ventricular (LV) mechanical dyssynchrony and dysfunction. However, the specific impact of accessory pathway (AP) location on LV mechanics remains incompletely characterized. This study utilized two-dimensional speckle-tracking echocardiography (2D-STE) to quantify an...
Mingxia Li, Fen Chen, Jing Yao et al.· Quantitative Imaging in Medi...· 0 citations
A comprehensive AI system that provides accurate, immediate, and interpretable feedback on echocardiographic quality is successfully developed and clinically deployed, demonstrating strong potential to standardize image acquisition, enhance diagnostic confidence, and improve the efficiency of both clinical practice and...
Zhongqing Shi, Hanlin Cheng, Zhanru Qi et al.· Journal of the American Soci...· 0 citations
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