Fig. 12 | npj Digital Medicine

Fig. 12

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

Fig. 12

Modified U-net architecture used for segmenting relevant visual structures. The architecture consists of a contracting path and a symmetric expanding path—combining high resolution features from the contracting path and upsampled output for precise localization. Pixel-wise softmax is applied on the final output to produce a segmentation map