papers AI Learner
The Github is limit! Click to go to the new site.

MRI to CT Translation with GANs

2019-01-16
Bodo Kaiser, Shadi Albarqouni

Abstract

We present a detailed description and reference implementation of preprocessing steps necessary to prepare the public Retrospective Image Registration Evaluation (RIRE) dataset for the task of magnetic resonance imaging (MRI) to X-ray computed tomography (CT) translation. Furthermore we describe and implement three state of the art convolutional neural network (CNN) and generative adversarial network (GAN) models where we report statistics and visual results of two of them.

Abstract (translated by Google)
URL

http://arxiv.org/abs/1901.05259

PDF

http://arxiv.org/pdf/1901.05259


Similar Posts

Comments