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Zhen-Yan Zhao

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Open access Oct 2026

Machine Learning‐Based Prediction of Mortality in Patients With Mitral Regurgitation: Results From Two Nationwide, Prospective Studies

Mitral regurgitation (MR) is among the most prevalent valvular heart diseases. We developed and externally validated a machine learning (ML)‐based mortality prediction model for patients with significant MR. From the ChinaValvular Heart Disease (China‐VHD) registry, 6323 patients with moderate or greater MR were random...

Yu-Zhe Yin, Jun-Xing Lv, Qing-Hao Zhao et al. · 0 citations
Open access Aug 2026

Using AI-ECG to Stratify Long-Term Mortality Risk and Prognosis in TAVR Patients.

The AI-ECG model provides noninvasive and accurate long-term risk stratification for TAVR patients, with promising clinical application value for individualized follow-up management.

Wence Shi, Peirou Yan, Qi-Feng Zhu et al. · 1 citation

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