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Article

Chen, C., Qin, C., Ouyang, C. , Li, Z., Wang, S., Qiu, H., Chen, L., Tarroni, G. ORCID: 0000-0002-0341-6138, Bai, W. & Rueckert, D.view all authors (2022). Enhancing MR image segmentation with realistic adversarial data augmentation. Medical Image Analysis, 82, article number 102597. doi: 10.1016/j.media.2022.102597

Sriram, V., Agarwal, S., Yan, S. ORCID: 0000-0001-8968-6616 , Xie, Z., Saincher, S., Schlurmann, T., Ma, Q. ORCID: 0000-0001-5579-6454, Stoesser, T., Zhuang, Y., Han, B., Zhao, W., Yang, X., Li, Z., Wan, D., Zhang, Y., Teng, B., Ning, D., Zhang, N., Zheng, X., Xu, G., Gong, J., Li, Y., Liao, K., Duan, W., Hann, R., Asnim, W., Sulaiman, Z., Zhoungyuan, Z., Qin, J., Li, Y., Song, Z., Lou, X., Lu, L., Yuan, C., Ma, Y., Ai, C., Dong, G., Sun, H., Wang, Q., Zhai, Z-T., Shao, Y-L., Lin, Z., Qian, L., Bai, W., Ma, Z., Higuera, P., Buldakov, E., Stagonas, D., Lopez, S., Christou, A., Lin, P., Li, Y., Lu, J., Hong, S., Ha, Y., Kim, K-M., Cho, S-K., Park, D-M., Laskowski, W., Eskilsson, C., Ricchiuto, M., Engsig-Karup, A. P., Cheng, L., Zheng, J., Gu, H. & Li, G.view all authors (2021). A Comparative Study on the Nonlinear Interaction Between a Focusing Wave and Cylinder Using State-of-the-art Solvers: Part A. International Journal of Offshore and Polar Engineering, 31(1), pp. 1-10. doi: 10.17736/ijope.2021.jc820

Bai, W., Suzuki, H., Huang, J. , Francis, C., Wang, S., Tarroni, G. ORCID: 0000-0002-0341-6138, Guitton, F., Aung, N., Fung, K., Petersen, S. E., Piechnik, S. K., Neubauer, S., Evangelou, E., Dehghan, A., O'Regan, D., Wilkinson, M., Guo, Y., Matthews, P. M. & Rueckert, D.view all authors (2020). A population-based phenome-wide association study of cardiac and aortic structure and function. Nature Medicine, 26(10), pp. 1654-1662. doi: 10.1038/s41591-020-1009-y

Biffi, C., Cerrolaza, J. J., Tarroni, G. ORCID: 0000-0002-0341-6138 , Bai, W., Marvao, A. de, Oktay, O., Ledig, C., Folgoc, L. L., Kamnitsas, K., Doumou, G., Duan, J., Prasad, S. K., Cook, S. A., O'Regan, D. P. & Rueckert, D.view all authors (2020). Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models. IEEE Transactions on Medical Imaging, 39(6), pp. 2088-2099. doi: 10.1109/tmi.2020.2964499

Chen, C., Qin, C., Qiu, H. , Tarroni, G. ORCID: 0000-0002-0341-6138, Duan, J., Bai, W. & Rueckert, D.view all authors (2020). Deep Learning for Cardiac Image Segmentation: A Review. Frontiers in Cardiovascular Medicine, 7, article number 25. doi: 10.3389/fcvm.2020.00025

Ransley, E., Yan, S. ORCID: 0000-0001-8968-6616, Brown, S. , Hann, M., Graham, D., Windt, C., Schmitt, P., Davidson, J.W., Ringwood, J., Musiedlak, P-H., Wang, J., Wang, J., Ma, Q. ORCID: 0000-0001-5579-6454, Xie, Z., Zhang, N., Zheng, X., Giorgi, G., Chen, H., Lin, Z., Qian, L., Ma, Z., Bai, W., Chen, Q., Zang, J., Ding, H., Cheng, L., Zheng, J., Gu, H., Gong, X., Liu, Z., Zhuang, Y., Wan, D., Bingham, H. & Greaves, D.view all authors (2020). A Blind Comparative Study of Focused Wave Interactions with Floating Structures (CCP-WSI Blind Test Series 3). International Journal of Offshore and Polar Engineering, 30(1), pp. 1-10. doi: 10.17736/ijope.2020.jc774

Tarroni, G. ORCID: 0000-0002-0341-6138, Bai, W., Oktay, O. , Schuh, A., Suzuki, H., Glocker, B., Matthews, P. M. & Rueckert, D.view all authors (2020). Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank. Scientific Reports, 10(1), article number 2408. doi: 10.1038/s41598-020-58212-2

Tarroni, G. ORCID: 0000-0002-0341-6138, Oktay, O., Bai, W. , Schuh, A., Suzuki, H., Passerat-Palmbach, J., De Marvao, A., O’Regan, D. P., Cook, S., Glocker, B., Matthews, P M. & Rueckert, D.view all authors (2019). Learning-based quality control for cardiac MR images. IEEE Transactions on Medical Imaging, 38(5), pp. 1127-1138. doi: 10.1109/tmi.2018.2878509

Bai, W., Sinclair, M., Tarroni, G. ORCID: 0000-0002-0341-6138 , Oktay, O., Rajchl, M., Vaillant, G., Lee, A. M., Aung, N., Lukaschuk, E., Sanghvi, M. M., Zemrak, F., Fung, K., Paiva, J. M., Carapella, V., Kim, Y. J., Suzuki, H., Kainz, B., Matthews, P M., Petersen, S. E., Piechnik, S. K., Neubauer, S., Glocker, B. & Rueckert, D.view all authors (2018). Automated cardiovascular magnetic resonance image analysis with fully convolutional networks. Journal of Cardiovascular Magnetic Resonanc, 20(1), article number 65. doi: 10.1186/s12968-018-0471-x

Conference or Workshop Item

Wang, S., Tarroni, G. ORCID: 0000-0002-0341-6138, Qin, C. , Mo, Y., Dai, C., Chen, C., Glocker, B., Guo, Y., Rueckert, D. & Bai, W.view all authors (2020). Deep Generative Model-based Quality Control for Cardiac MRI Segmentation. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020. 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, 04 - 08 October 2020, Lima, Peru. doi: 10.1007/978-3-030-59719-1_9

Chen, C., Qin, C., Qiu, H. , Ouyang, C., Wang, S., Chen, L., Tarroni, G. ORCID: 0000-0002-0341-6138, Bai, W. & Rueckert, D.view all authors (2020). Realistic Adversarial Data Augmentation for MR Image Segmentation. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020. 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, 04 - 08 October 2020, Lima, Peru. doi: 10.1007/978-3-030-59710-8_65

Chen, C., Ouyang, C., Tarroni, G. ORCID: 0000-0002-0341-6138 , Schlemper, J., Qiu, H., Bai, W. & Rueckert, D.view all authors (2020). Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation. In: Pop, M., Sermesant, M., Camara, O. , Zhuang, X., Li, S., Young, A., Mansi, T. & Suinesiaputra, A.view all authors (Eds.), Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges. STACOM 2019. STACOM 2019, 13 Oct 2019, Shenzen, China. doi: 10.1007/978-3-030-39074-7_22

Bai, W., Chen, C., Tarroni, G. ORCID: 0000-0002-0341-6138 , Duan, J., Guitton, F., Petersen, S. E., Guo, Y., Matthews, P. M. & Rueckert, D.view all authors (2019). Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. In: Shen, D., Liu, T., Peters, T. M. , Staib, L. H., Essert, C., Zhou, S., Yap, P-T. & Khan, A.view all authors (Eds.), Medical Image Computing and Computer Assisted Intervention – MICCAI 2019. Lecture Notes in Computer Science, vol 11765.

Tarroni, G. ORCID: 0000-0002-0341-6138, Oktay, O., Sinclair, M. , Bai, W., Schuh, A., Suzuki, H., de Marvao, A., O'Regan, D., Cook, S. & Rueckert, D.view all authors (2018). A Comprehensive Approach for Learning-Based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018. doi: 10.1007/978-3-030-00928-1_31

Biffi, C., Oktay, O., Tarroni, G. ORCID: 0000-0002-0341-6138 , De Marvao, A., Bai, W., Doumou, G., Rajchl, M., Bedair, R., Prasad, S., Cook, S., O'Regan, D. & Rueckert, D.view all authors (2018). Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018. MICCAI 2018. doi: 10.1007/978-3-030-00934-2_52

Bai, W., Suzuki, H., Qin, C. , Tarroni, G. ORCID: 0000-0002-0341-6138, Oktay, O., Matthews, P. M. & Rueckert, D.view all authors (2018). Recurrent Neural Networks for Aortic Image Sequence Segmentation with Sparse Annotations. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018. doi: 10.1007/978-3-030-00937-3_67

Working Paper

Chen, C., Qin, C., Qiu, H. , Tarroni, G. ORCID: 0000-0002-0341-6138, Duan, J., Bai, W. & Rueckert, D.view all authors (2019). Deep learning for cardiac image segmentation: A review. City, university of London.