Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks

Author:

Kamnitsas Konstantinos,Baumgartner Christian,Ledig Christian,Newcombe Virginia,Simpson Joanna,Kane Andrew,Menon David,Nori Aditya,Criminisi Antonio,Rueckert Daniel,Glocker Ben

Publisher

Springer International Publishing

Reference19 articles.

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3. Ciompi, F., de Hoop, B., van Riel, S.J., Chung, K., Scholten, E.T., Oudkerk, M., de Jong, P.A., Prokop, M., van Ginneken, B.: Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box. MedIA 26(1), 195–202 (2015)

4. Ganin, Y., Ustinova, E., Ajakan, H., Germain, P., Larochelle, H., Laviolette, F., Marchand, M., Lempitsky, V.: Domain-adversarial training of neural networks. J. Mach. Learn. Res. 17(59), 1–35 (2016)

5. Goodfellow, I., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., Bengio, Y.: Generative adversarial nets. In: NIPS (2014)

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