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[Preprint]. 2024 Nov 7:2024.10.06.24314939. Originally published 2024 Oct 7. [Version 2] doi: 10.1101/2024.10.06.24314939

Figure 1. Model Development Strategy and Study Design.

Figure 1.

Abbreviations: AR, aortic regurgitation; AS, aortic stenosis; CNN, convolutional neural network; ECG, electrocardiogram; FC, fully-connected layers; LVSD, left ventricular systolic dysfunction; MR, mitral regurgitation; SHD, structural heart diseases; sLVH, severe left ventricular hypertrophy; TTE, transthoracic echocardiogram; XGBoost, extreme gradient boosting