Adversarial Image Registration with Application for MR and TRUS Image Fusion

Generative Adversarial Networks

Original

Goodfellow, I.J., Pouget-Abadie, J., Mirza, M., Xu, B., Warde-Farley, D., Ozair, S., Courville, A., Bengio, Y.: · 2014

Earlier work this paper cites.

Comparison of MR/ultrasound fusion-guided biopsy with ultrasound-guided biopsy for the diagnosis of prostate cancer

Siddiqui, M.M., Rais-Bahrami, S., Turkbey, B., George, A.K., Rothwax, J., Shakir, N., Okoro, C., Raskolnikov, D., Parnes, H.L., Linehan, W.M., Merino, M.J., Simon, R.M., Choyke, P.L., Wood, B.J., Pinto, P.A.: · 2015

Earlier work this paper cites.

Learning to compare image patches via convolutional neural networks

Original

Zagoruyko, S., Komodakis, N.: · 2015

Earlier work this paper cites.

Spatial Transformer Networks

Original

Jaderberg, M., Simonyan, K., Zisserman, A., Kavukcuoglu, K.: · 2015

Earlier work this paper cites.

Learning-based multimodal image registration for prostate cancer radiation therapy

Cao, X., Gao, Y., Yang, J., Wu, G., Shen, D.: · 2016

Earlier work this paper cites.

Deep similarity learning for multimodal medical images

Cheng, X., Zhang, L., Zheng, Y.: · 2016

Cited alongside, same era.

A deep metric for multimodal registration

Simonovsky, M., Gutiérrez-Becker, B., Mateus, D., Navab, N., Komodakis, N.: · 2016

Cited alongside, same era.

A CNN Regression Approach for Real-Time 2d/3d Registration

Miao, S., Wang, Z.J., Liao, R.: · 2016

Cited alongside, same era.

Deep Residual Learning for Image Recognition

He, K., Zhang, X., Ren, S., Sun, J.: · 2016

Cited alongside, same era.

End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network

Original

de Vos, B.D., Berendsen, F.F., Viergever, M.A., Staring, M., Išgum, I.: · 2017

Cited alongside, same era.

Label-driven weakly-supervised learning for multimodal deformable image registration

Original

Hu, Y., Modat, M., Gibson, E., Ghavami, N., Bonmati, E., Moore, C.M., Emberton, M., Noble, J.A., Barratt, D.C., Vercauteren, T.: · 2017

Later among the works it cites.

Wasserstein GAN

Original

Arjovsky, M., Chintala, S., Bottou, L.: · 2017

Later among the works it cites.

Automatic differentiation in pytorch

Paszke, A., Gross, S., Chintala, S., Chanan, G., Yang, E., DeVito, Z., Lin, Z., Desmaison, A., Antiga, L., Lerer, A.: · 2017

Later among the works it cites.

Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity

Original

Cao, X., Yang, J., Wang, L., Xue, Z., Wang, Q., Shen, D.: · 2018

Closest in time.