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Guan-Jun Guo

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Jul 2026

ESPNet: An Automated Left Ventricular Ejection Fraction Measurement via Multi-Frame Temporal Aggregation.

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. · 0 citations
Jun 2026

A Clinically Interpretable AI System for Real-Time Quality Control of Transthoracic Echocardiography: Development, Validation, and Deployment.

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 sonographer training.

Zhongqing Shi, Hanlin Cheng, Zhanru Qi et al. · 0 citations

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