Fig. 10 | npj Digital Medicine

Fig. 10

From: Deep echocardiography: data-efficient supervised and semi-supervised deep learning towards automated diagnosis of cardiac disease

Fig. 10

Generated images sampled from the generator network of the semi-supervised GAN during training for LVH classification. For one model, batches of size four are shown containing generated images (top to bottom) after epoch 1, 2, 3, 4, 13. The last row displays generated images from an ensemble of three GAN models. Qualitatively, the model clearly learns and understands the underlying physiological structures in input distribution