Maxime W. Lafarge

Adversarial training and dilated convolutions for brain MRI segmentation

2017 · arXiv (Cornell University)

Convolutional neural networks (CNNs) have been applied to various automatic image segmentation tasks in medical image analysis, including brain MRI segmentation. Generative adversarial networks have recently gained popularity because of their power in generating images …