Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition

Author:

Baumgartner Christian F.,Oktay Ozan,Rueckert Daniel

Publisher

Springer International Publishing

Reference45 articles.

1. Krizhevsky A, Sutskever I, Hinton G (2012) Imagenet classification with deep convolutional neural networks. In: Advances in neural information processing systems 25 (NIPS 2012). pp 1097–1105

2. Simonyan K, Zisserman A (2014) Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556

3. He K, Zhang X, Ren S, Sun J (2015) Deep residual learning for image recognition. arXiv preprint arXiv:1512.03385

4. Ronneberger O, Fischer P, Brox T (2015) U-net: convolutional networks for biomedical image segmentation. In: International conference on medical image computing and computer-assisted intervention. Springer, Berlin, pp 234–241

5. Tran PV (2016) A fully convolutional neural network for cardiac segmentation in short-axis MRI. arXiv preprint arXiv:1604.00494

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