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Automatic segmentation of the left ventricle (LV) can become a useful tool in echocardiography. Deep convolutional neural networks (CNNs) have shown promising results for image classification and segmentation on several domains, however CNNs seem to require a lot of training data. In this work, CNNs are investigated for LV ultrasound image segmentation. We study if the need for manual annotation can...
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