3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images

Cheryl Sital, Tom Brosch, Dominique Tio +2

Automatic segmentation of anatomical structures with convolutional neural networks (CNNs) constitutes a large portion of research in medical image analysis. The majority of CNN-bas…