Deep learning assessment of left ventricular hypertrophy based on electrocardiogram

Xiaoli Zhao, Guifang Huang, Lin Wu, Min Wang, Xuemin He, Jyun-Rong Wang, Bin Zhou, Yong Liu, Yesheng Lin, Dinghui Liu,

Frontiers in Cardiovascular Medicine · 2022 · 22 citations · 12 references

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Abstract

Our study established a CNN-LSTM model to diagnose LVH by 12-lead ECG with higher sensitivity than current ECG diagnostic criteria. This CNN-LSTM model may be a simple and effective screening tool of LVH.

References

12