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CNN-LSTM network for differential diagnosis of LVH on echocardiography

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Echo_LVH

Differential diagnosis of left ventricular hypertrophy on echocardiography using CNN-LSTM algorithm

Predict hypertensive, HCM, and amyloidosis using 5 views of echocardiography

1. CNN-LSTM algorithm

2. Grad-CAM

Reference: Dongjun Choi, In-Chang Hwang, “Differential diagnosis of left ventricular hypertrophy on echocardiography using CNN-LSTM algorithm”, KoSAIM 2021 Spring Conference

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CNN-LSTM network for differential diagnosis of LVH on echocardiography

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