Items where Author is "Tarroni, G."
Article
Zenk, M. ORCID: 0000-0002-8933-5995, Baid, U.
ORCID: 0000-0001-5246-2088, Pati, S.
ORCID: 0000-0003-2243-8487 , Linardos, A., Edwards, B.
ORCID: 0000-0002-0957-9149, Sheller, M.
ORCID: 0000-0002-6571-0850, Foley, P.
ORCID: 0000-0001-9401-3088, Aristizabal, A., Zimmerer, D., Gruzdev, A., Martin, J.
ORCID: 0000-0003-2476-7639, Shinohara, R. T., Reinke, A.
ORCID: 0000-0003-4363-1876, Isensee, F., Parampottupadam, S.
ORCID: 0009-0009-9401-887X, Parekh, K., Floca, R.
ORCID: 0000-0003-3218-3377, Kassem, H.
ORCID: 0000-0001-5830-8890, Baheti, B., Thakur, S., Chung, V.
ORCID: 0000-0002-5622-7998, Kushibar, K.
ORCID: 0000-0001-7507-5208, Lekadir, K., Jiang, M.
ORCID: 0000-0003-4228-8420, Yin, Y., Yang, H., Liu, Q., Chen, C.
ORCID: 0000-0002-6040-6833, Dou, Q., Heng, P-A.
ORCID: 0000-0003-3055-5034, Zhang, X., Zhang, S.
ORCID: 0000-0002-8719-448X, Khan, M. I., Azeem, M. A., Jafaritadi, M.
ORCID: 0000-0002-4085-4057, Alhoniemi, E., Kontio, E.
ORCID: 0000-0002-0606-0106, Khan, S. A., Mächler, L., Ezhov, I.
ORCID: 0000-0002-0862-6513, Kofler, F.
ORCID: 0000-0003-0642-7884, Shit, S.
ORCID: 0000-0003-4435-7207, Paetzold, J. C., Loehr, T., Wiestler, B., Peiris, H., Pawar, K., Zhong, S.
ORCID: 0000-0001-6542-649X, Chen, Z.
ORCID: 0000-0002-0173-6090, Hayat, M., Egan, G., Harandi, M., Isik Polat, E.
ORCID: 0000-0002-0728-5390, Polat, G.
ORCID: 0000-0002-1499-3491, Kocyigit, A.
ORCID: 0000-0001-5003-4127, Temizel, A.
ORCID: 0000-0001-6082-2573, Tuladhar, A.
ORCID: 0000-0002-3942-2732, Tyagi, L., Souza, R., Forkert, N. D.
ORCID: 0000-0003-2556-3224, Mouches, P., Wilms, M.
ORCID: 0000-0001-8845-360X, Shambhat, V., Maurya, A., Danannavar, S. S., Kalla, R., Anand, V. K., Krishnamurthi, G., Nalawade, S., Ganesh, C., Wagner, B.
ORCID: 0000-0003-2835-986X, Reddy, D., Das, Y., Yu, F. F., Fei, B., Madhuranthakam, A. J., Maldjian, J., Singh, G., Ren, J., Zhang, W., An, N.
ORCID: 0009-0003-4255-7675, Hu, Q., Zhang, Y., Zhou, Y., Siomos, V., Tarroni, G.
ORCID: 0000-0002-0341-6138, Passerrat-Palmbach, J.
ORCID: 0000-0003-3178-9502, Rawat, A., Zizzo, G., Kadhe, S. R., Epperlein, J. P., Braghin, S.
ORCID: 0000-0001-5519-1674, Wang, Y., Kanagavelu, R., Wei, Q., Yang, Y., Liu, Y.
ORCID: 0000-0002-1590-2029, Kotowski, K., Adamski, S., Machura, B.
ORCID: 0000-0001-7953-7684, Malara, W., Zarudzki, L., Nalepa, J.
ORCID: 0000-0002-4026-1569, Shi, Y.
ORCID: 0000-0002-8721-8509, Gao, H., Avestimehr, S., Yan, Y., Akbar, A. S.
ORCID: 0000-0002-6011-7011, Kondrateva, E., Yang, H., Li, Z., Wu, H-Y., Roth, J., Saueressig, C., Milesi, A., Nguyen, Q. D., Gruenhagen, N. J., Huang, T-M., Ma, J.
ORCID: 0000-0002-9739-0855, Singh, H. S. H., Pan, N-Y., Zhang, D., Zeineldin, R. A., Futrega, M., Yuan, Y., Conte, G. M.
ORCID: 0000-0001-5926-7517, Feng, X., Pham, Q. D., Xia, Y.
ORCID: 0000-0001-9273-2847, Jiang, Z.
ORCID: 0000-0001-5713-1675, Luu, H. M., Dobko, M., Carré, A., Tuchinov, B., Mohy-ud-Din, H., Alam, S., Singh, A., Shah, N.
ORCID: 0000-0002-4429-8414, Wang, W., Sako, C.
ORCID: 0000-0003-3243-3954, Bilello, M., Ghodasara, S.
ORCID: 0000-0002-5332-3132, Mohan, S.
ORCID: 0000-0002-4025-115X, Davatzikos, C.
ORCID: 0000-0002-1025-8561, Calabrese, E.
ORCID: 0000-0002-1464-0354, Rudie, J., Villanueva-Meyer, J., Cha, S., Hess, C.
ORCID: 0000-0002-5132-5302, Mongan, J., Ingalhalikar, M., Jadhav, M.
ORCID: 0000-0002-0561-7144, Pandey, U.
ORCID: 0000-0003-3289-0901, Saini, J., Huang, R. Y., Chang, K., To, M-S., Bhardwaj, S., Chong, C., Agzarian, M.
ORCID: 0000-0002-2562-0340, Kozubek, M.
ORCID: 0000-0001-7902-589X, Lux, F.
ORCID: 0000-0002-3707-8157, Michálek, J.
ORCID: 0000-0002-5591-1894, Matula, P.
ORCID: 0000-0003-4125-1597, Ker^kovský, M.
ORCID: 0000-0003-0587-9897, Kopr^ivová, T.
ORCID: 0000-0003-3820-2647, Dostál, M.
ORCID: 0000-0003-1740-9227, Vybíhal, V.
ORCID: 0000-0002-5154-5591, Pinho, M. C., Holcomb, J., Metz, M.
ORCID: 0000-0002-1459-5741, Jain, R.
ORCID: 0000-0002-4879-0457, Lee, M. D.
ORCID: 0000-0001-8816-1076, Lui, Y. W.
ORCID: 0000-0002-9984-9164, Tiwari, P., Verma, R., Bareja, R., Yadav, I., Chen, J.
ORCID: 0000-0003-4907-0061, Kumar, N., Gusev, Y.
ORCID: 0000-0001-7371-4715, Bhuvaneshwar, K.
ORCID: 0000-0003-4015-7056, Sayah, A.
ORCID: 0000-0002-9683-3802, Bencheqroun, C., Belouali, A.
ORCID: 0000-0002-2780-2500, Madhavan, S., Colen, R. R., Kotrotsou, A., Vollmuth, P., Brugnara, G.
ORCID: 0000-0003-2461-1407, Preetha, C. J.
ORCID: 0000-0002-9875-1982, Sahm, F.
ORCID: 0000-0001-5441-1962, Bendszus, M., Wick, W.
ORCID: 0000-0002-6171-634X, Mahajan, A.
ORCID: 0000-0001-6606-6537, Balaña, C.
ORCID: 0000-0003-0771-0390, Capellades, J., Puig, J., Choi, Y. S.
ORCID: 0000-0002-6034-9912, Lee, S-K.
ORCID: 0000-0001-5646-4072, Chang, J. H.
ORCID: 0000-0003-1509-9800, Ahn, S. S.
ORCID: 0000-0002-0503-5558, Shaykh, H. F.
ORCID: 0000-0002-2690-7685, Herrera-Trujillo, A.
ORCID: 0000-0002-9775-9405, Trujillo, M., Escobar, W., Abello, A., Bernal, J.
ORCID: 0000-0003-3167-5134, Gómez, J., LaMontagne, P.
ORCID: 0000-0002-6752-8518, Marcus, D. S., Milchenko, M.
ORCID: 0000-0002-4022-1081, Nazeri, A.
ORCID: 0000-0001-6983-0641, Landman, B.
ORCID: 0000-0001-5733-2127, Ramadass, K.
ORCID: 0000-0002-4610-3860, Xu, K.
ORCID: 0000-0002-2664-255X, Chotai, S.
ORCID: 0000-0001-5981-3231, Chambless, L. B., Mistry, A., Thompson, R. C., Srinivasan, A., Bapuraj, J. R.
ORCID: 0000-0003-3933-203X, Rao, A., Wang, N.
ORCID: 0000-0001-9796-4532, Yoshiaki, O., Moritani, T., Turk, S., Lee, J., Prabhudesai, S., Garrett, J.
ORCID: 0000-0002-8152-736X, Larson, M., Jeraj, R., Li, H., Weiss, T.
ORCID: 0000-0002-5533-9429, Weller, M.
ORCID: 0000-0002-1748-174X, Bink, A.
ORCID: 0000-0002-2163-3400, Pouymayou, B.
ORCID: 0000-0002-8060-7827, Sharma, S., Tseng, T-C., Adabi, S., Xavier Falcão, A.
ORCID: 0000-0002-2914-5380, Martins, S. B.
ORCID: 0000-0002-2894-3911, Teixeira, B. C. A.
ORCID: 0000-0003-4769-6562, Sprenger, F.
ORCID: 0000-0002-1631-3517, Menotti, D.
ORCID: 0000-0003-2430-2030, Lucio, D. R., Niclou, S. P.
ORCID: 0000-0002-3417-9534, Keunen, O.
ORCID: 0000-0003-2203-7026, Hau, A-C.
ORCID: 0000-0002-4412-2355, Pelaez, E.
ORCID: 0000-0001-9355-5440, Franco-Maldonado, H.
ORCID: 0000-0002-0178-8157, Loayza, F.
ORCID: 0000-0002-6283-3679, Quevedo, S.
ORCID: 0000-0001-5585-0270, McKinley, R.
ORCID: 0000-0001-8250-6117, Slotboom, J.
ORCID: 0000-0001-5121-9852, Radojewski, P., Meier, R., Wiest, R.
ORCID: 0000-0001-7030-2045, Trenkler, J.
ORCID: 0000-0001-6060-4234, Pichler, J., Necker, G., Haunschmidt, A.
ORCID: 0000-0001-9864-5189, Meckel, S.
ORCID: 0000-0001-6468-4526, Guevara, P.
ORCID: 0000-0001-9988-400X, Torche, E., Mendoza, C.
ORCID: 0000-0002-3718-0629, Vera, F.
ORCID: 0000-0002-2196-7267, Ríos, E.
ORCID: 0000-0002-0194-9504, López, E.
ORCID: 0000-0003-3526-5271, Velastin, S. A., Choi, J., Baek, S., Kim, Y., Ismael, H., Allen, B.
ORCID: 0000-0002-4893-7105, Buatti, J. M.
ORCID: 0000-0001-8499-3721, Zampakis, P.
ORCID: 0000-0002-5104-9619, Panagiotopoulos, V.
ORCID: 0000-0001-9298-2985, Tsiganos, P.
ORCID: 0000-0002-3279-4947, Alexiou, S., Haliassos, I.
ORCID: 0000-0002-3278-0588, Zacharaki, E. I.
ORCID: 0000-0001-8228-0437, Moustakas, K.
ORCID: 0000-0001-7617-227X, Kalogeropoulou, C.
ORCID: 0000-0002-9725-1791, Kardamakis, D. M., Luo, B., Poisson, L. M.
ORCID: 0000-0002-3409-6536, Wen, N., Vallières, M.
ORCID: 0000-0001-7639-8172, Loutfi, M. A. L.
ORCID: 0009-0005-3555-0963, Fortin, D., Lepage, M.
ORCID: 0000-0002-5363-9487, Morón, F.
ORCID: 0000-0003-3745-2177, Mandel, J.
ORCID: 0000-0001-5916-5668, Shukla, G., Liem, S., Alexandre, G. S., Lombardo, J., Palmer, J. D.
ORCID: 0000-0003-3311-0129, Flanders, A. E., Dicker, A. P.
ORCID: 0000-0003-0733-3337, Ogbole, G., Oyekunle, D.
ORCID: 0000-0003-3957-0206, Odafe-Oyibotha, O., Osobu, B., Shu’aibu Hikima, M., Soneye, M., Dako, F., Dorcas, A., Murcia, D., Fu, E., Haas, R., Thompson, J. A.
ORCID: 0000-0003-2991-5194, Ormond, D. R.
ORCID: 0000-0001-7027-2915, Currie, S.
ORCID: 0000-0002-0154-6588, Fatania, K.
ORCID: 0000-0003-2421-1083, Frood, R.
ORCID: 0000-0003-2681-9922, Simpson, A. L.
ORCID: 0000-0002-4387-8417, Peoples, J. J.
ORCID: 0000-0003-0191-7446, Hu, R., Cutler, D.
ORCID: 0000-0001-7523-714X, Moraes, F. Y., Tran, A.
ORCID: 0000-0003-4596-3321, Hamghalam, M., Boss, M. A.
ORCID: 0000-0002-9492-767X, Gimpel, J.
ORCID: 0000-0003-4245-9429, Kattil Veettil, D.
ORCID: 0000-0002-0317-5477, Schmidt, K., Cimino, L., Price, C., Bialecki, B.
ORCID: 0000-0003-1835-7449, Marella, S., Apgar, C., Jakab, A.
ORCID: 0000-0001-6291-9889, Weber, M-A.
ORCID: 0000-0003-3918-8066, Colak, E., Kleesiek, J.
ORCID: 0000-0001-8686-0682, Freymann, J. B., Kirby, J. S., Maier-Hein, L., Albrecht, J., Mattson, P.
ORCID: 0000-0002-5984-238X, Karargyris, A.
ORCID: 0000-0002-1930-3410, Shah, P., Menze, B.
ORCID: 0000-0003-4136-5690, Maier-Hein, K. & Bakas, S.
ORCID: 0000-0001-8734-6482 (2025).
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.
Nature Communications, 16(1),
article number 6274.
doi: 10.1038/s41467-025-60466-1
van de Venter, R., Skelton, E. ORCID: 0000-0003-0132-7948, Matthew, J. , Woznitza, N., Tarroni, G.
ORCID: 0000-0002-0341-6138, Hirani, S. P.
ORCID: 0000-0002-1577-8806, Kumar, A., Malik, R. & Malamateniou, C.
ORCID: 0000-0002-2352-8575 (2023).
Artificial intelligence education for radiographers, an evaluation of a UK postgraduate educational intervention using participatory action research: a pilot study.
Insights Imaging, 14(1),
article number 25.
doi: 10.1186/s13244-023-01372-2
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. (2022).
Enhancing MR image segmentation with realistic adversarial data augmentation.
Medical Image Analysis, 82,
article number 102597.
doi: 10.1016/j.media.2022.102597
Zimmerer, D., Full, P. M, Isensee, F. , Jäger, P., Adler, T., Petersen, J., Kohler, G., Ross, T., Reinke, A., Kascenas, A., Jensen, B. S., O'Neil, A. Q., Tan, J., Hou, B., Batten, J., Qiu, H., Kainz, B., Shvetsova, N., Fedulova, I., Dylov, D. V., Yu, B., Zhai, J., Hu, J., Si, R., Zhou, S., Wang, S., Li, X., Chen, X., Zhao, Y., Marimont, S. N., Tarroni, G. ORCID: 0000-0002-0341-6138, Saase, V., Maier-Hein, L. & Maier-Hein, K. (2022).
MOOD 2020: A public Benchmark for Out-of-Distribution Detection and Localization on medical Images.
IEEE Transactions on Medical Imaging, 41(10),
pp. 2728-2738.
doi: 10.1109/tmi.2022.3170077
Guizzo, E., Weyde, T. ORCID: 0000-0001-8028-9905 & Tarroni, G.
ORCID: 0000-0002-0341-6138 (2021).
Anti-transfer learning for task invariance in convolutional neural networks for speech processing.
Neural Networks, 142,
pp. 238-251.
doi: 10.1016/j.neunet.2021.05.012
Naval Marimont, S. & Tarroni, G. (2021). Implicit Field Learning for Unsupervised Anomaly Detection in Medical Images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12902, pp. 189-198. doi: 10.1007/978-3-030-87196-3_18
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. (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. (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. (2020).
Deep Learning for Cardiac Image Segmentation: A Review.
Frontiers in Cardiovascular Medicine, 7,
article number 25.
doi: 10.3389/fcvm.2020.00025
Tarroni, G. ORCID: 0000-0002-0341-6138, Bai, W., Oktay, O. , Schuh, A., Suzuki, H., Glocker, B., Matthews, P. M. & Rueckert, D. (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
Biffi, C., Cerrolaza, J. J., Tarroni, G. ORCID: 0000-0002-0341-6138 , de Marvao, A., Cook, S. A., O'Regan, D. P. & Rueckert, D. (2019).
3D High-Resolution Cardiac Segmentation Reconstruction From 2D Views Using Conditional Variational Autoencoders.
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019-April,
pp. 1643-1646.
doi: 10.1109/isbi.2019.8759328
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. (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. (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
Naval Marimont, S. ORCID: 0000-0002-7075-5586, Siomos, V., Baugh, M. , Tzelepis, C., Kainz, B. & Tarroni, G.
ORCID: 0000-0002-0341-6138 (2024).
Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection.
In:
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024.
MICCAI 2024 27th International Conference, 6-10 Oct 2024, Marrakesh, Morocco.
doi: 10.1007/978-3-031-72120-5_23
Baugh, M. ORCID: 0000-0001-6252-7658, Reynaud, H.
ORCID: 0000-0003-0261-2660, Marimont, S. N.
ORCID: 0000-0002-7075-5586 , Cechnicka, S., Müller, J. P.
ORCID: 0000-0001-8636-7986, Tarroni, G.
ORCID: 0000-0002-0341-6138 & Kainz, B.
ORCID: 0000-0002-7813-5023 (2024).
Image-Conditioned Diffusion Models for Medical Anomaly Detection.
In:
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging.
UNSURE 2024, 10 Oct 2024, Marrakesh, Morocco.
doi: 10.1007/978-3-031-73158-7_11
Siomos, V., Naval-Marimont, S., Passerat-Palmbach, J. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2024).
ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification.
Paper presented at the 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 27-30 May 2024, Athens, Greece.
doi: 10.1109/isbi56570.2024.10635565
Naval Marimont, S., Baugh, M., Siomos, V. , Tzelepis, C. ORCID: 0000-0002-2036-9089, Kainz, B. & Tarroni, G. (2024).
DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection.
Paper presented at the IEEE International Symposium on Biomedical Imaging 2024, 27-30 May 2024, Athens, Greece.
doi: 10.1109/ISBI56570.2024.10635161
Marimont, S. N., Siomos, V. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2024).
MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images.
In:
Deep Generative Models.
Third MICCAI Workshop, DGM4MICCAI 2023, 8-12 Oct 2023, Vancouver, Canada.
doi: 10.1007/978-3-031-53767-7_4
Guizzo, E., Weyde, T. ORCID: 0000-0001-8028-9905, Tarroni, G.
ORCID: 0000-0002-0341-6138 & Comminiello, D. (2023).
Quaternion Anti-Transfer Learning for Speech Emotion Recognition.
In:
2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).
2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 22-25 Oct 2023, New Paltz, NY, USA.
doi: 10.1109/WASPAA58266.2023.10248082
Siomos, V., Tarroni, G. ORCID: 0000-0002-0341-6138 & Passerrat-Palmbach, J. (2023).
FeTS Challenge 2022 Task 1: Implementing FedMGDA + and a New Partitioning.
In:
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries.
8th International Workshop, BrainLes 2022, 18 Sep 2022, Singapore.
doi: 10.1007/978-3-031-44153-0_15
Marimont, S. N. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2022).
Implicit U-Net for Volumetric Medical Image Segmentation.
In:
Lecture Notes in Computer Science.
Medical Image Understanding and Analysis 26th Annual Conference, MIUA 2022, 27-29 Jul 2022, Cambridge, UK.
doi: 10.1007/978-3-031-12053-4_29
Marimont, S. N. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2021).
Implicit field learning for unsupervised anomaly detection in medical images.
In:
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021.
MICCAI 2021, 27 Sep-1 Oct 2021, Strasbourg, France.
doi: 10.1007/978-3-030-87196-3_18
Marimont, S. N. & Tarroni, G. ORCID: 0000-0002-0341-6138 (2021).
Anomaly detection through latent space restoration using vector-quantized variational autoencoders.
In:
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).
IEEE ISBI 2021, 13-16 Apr 2021, Nice, France.
doi: 10.1109/ISBI48211.2021.9433778
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. (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. (2020).
Realistic Adversarial Data Augmentation for MR Image Segmentation.
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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. (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. (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. (2019).
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction.
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A Comprehensive Approach for Learning-Based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks.
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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. (2018).
Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling.
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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. (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
Other
Rajchl, M., Lee, M., Schrans, F. , Davidson, A., Passerat-Palmbach, J., Tarroni, G. ORCID: 0000-0002-0341-6138, Alansary, A., Oktay, O., Kainz, B. & Rueckert, D. (2020).
Learning under Distributed Weak Supervision.
Working Paper
Chen, C., Qin, C., Qiu, H. , Tarroni, G. ORCID: 0000-0002-0341-6138, Duan, J., Bai, W. & Rueckert, D. (2019).
Deep learning for cardiac image segmentation: A review.
City, university of London.