@InProceedings{MNGF20, author = "Matzkin, F. and Newcombe, V. F. J. and Glocker, B. and Ferrante, E.", title = "Cranial Implant Design via Virtual Craniectomy with Shape Priors", booktitle = "Towards the Automatization of Cranial Implant Design in Cranioplasty", pages = "37--46", year = "2020", editor = "Li, Jianning and Egger, Jan", publisher = "Springer International Publishing", url = "http://sinc.unl.loc/sinc/sinc-publications/2020/MNGF20" } @Article{MNMKFDWRMG20, author = "Monteiro, M. and Newcombe, V. F. J. and Mathieu, F. and K., Kamnitsas and Ferrante, E. and Das, T. and Adatia, K. and Rueckert, D. and Menon, D. K. and Glocker, B.", title = "Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study ", journal = "The Lancet Digital Health", number = "6", volume = "2", pages = "314--322", year = "2020", url = "http://sinc.unl.loc/sinc/sinc-publications/2020/MNMKFDWRMG20" } @Article{LMGF20, author = "Larrazabal, A. and Martínez, C. E. and Glocker, B. and Ferrante, E.", title = "Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders", journal = "IEEE Transactions on Medical Imaging", year = "2020", url = "http://sinc.unl.loc/sinc/sinc-publications/2020/LMGF20" } @InProceedings{MNSKNDSGF20, author = "Matzkin, F. and Newcombe, V. F. J. and Stevenson, S. and Khetani, A. and Newman, T. and Digby, R. and Stevens, A. and Glocker, B. and Ferrante, E.", title = "Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy", booktitle = "Medical Image Computing and Computer Assisted Intervention -- MICCAI 2020", pages = "390--399", year = "2020", publisher = "Springer International Publishing", url = "http://sinc.unl.loc/sinc/sinc-publications/2020/MNSKNDSGF20" } @Article{PKFLGGR18, author = "Parisot, S. and Ktena, S. I. and Ferrante, E. and Lee, M. and Guerrero, R. and Glocker, B. and Rueckert, D.", title = "Disease prediction using graph convolutional networks: application to autism spectrum disorder and alzheimer’s disease.", journal = "Medical Image Analysis", year = "2018", url = "http://sinc.unl.loc/sinc/sinc-publications/2018/PKFLGGR18" } @InProceedings{FOGM18, author = "Ferrante, E. and Oktay, O. and Glocker, B. and Milone, D. H.", title = "On the adaptability of unsupervised cnn-based deformable image registration to unseen image domains", booktitle = "International Workshop on Machine Learning in Medical Imaging", pages = "294--302", year = "2018", organization = "Springer", url = "http://sinc.unl.loc/sinc/sinc-publications/2018/FOGM18" } @Article{OFKHBCGCMDOKGR17, author = "Oktay, O. and Ferrante, E. and Kamnitsas, K. and Heinrich, M. and Bai, W. and Caballero, J. and Guerrero, R. and Cook, S. and Marvao, A. and Dawes, T. and O Regan, D. and Kainz, B. and Glocker, B. and Rueckert, D.", title = "Anatomically Constrained Neural Networks (ACNN): Application to cardiac image enhancement and segmentation", journal = "IEEE Transactions on Medical Imaging", year = "2017", url = "http://sinc.unl.loc/sinc/sinc-publications/2017/OFKHBCGCMDOKGR17" } @InProceedings{KPFRLGR17, author = "Ktena, S. I. and Parisot, S. and Ferrante, E. and Rajchl, M. and Lee, M. and Glocker, B. and Rueckert, D.", title = "Distance metric learning using graph convolutional networks: Application to functional brain networks", booktitle = "International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI)", year = "2017", url = "http://sinc.unl.loc/sinc/sinc-publications/2017/KPFRLGR17" } @InProceedings{KBFMSPRLKRG17, author = "Kamnitsas, K. and Bai, W. and Ferrante, E. and McDonagh, S. and Sinclair, M. and Pawlowski, N. and Rajchl, M. and Lee, M. and Kainz, B. and Rueckert, D. and Glocker, B.", title = "Ensembles of multiple models and architectures for robust brain tumour segmentation", booktitle = "MICCAI BrainLes 2017 ", year = "2017", url = "http://sinc.unl.loc/sinc/sinc-publications/2017/KBFMSPRLKRG17" } @Article{KPFRLGR17a, author = "Ktena, S. I. and Parisot, S. and Ferrante, E. and Rajchl, M. and Lee, M. and Glocker, B. and Rueckert, D.", title = "Metric learning with spectral graph convolutions on brain connectivity networks", journal = "NeuroImage", year = "2017", url = "http://sinc.unl.loc/sinc/sinc-publications/2017/KPFRLGR17a" } @InProceedings{PKFLGGR17, author = "Parisot, S. and Ktena, S. I. and Ferrante, E. and Lee, M. and Guerrero Moreno, R. and Glocker, B. and Rueckert, D.", title = "Spectral graph convolutions for population-based disease prediction", booktitle = "International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI)", year = "2017", url = "http://sinc.unl.loc/sinc/sinc-publications/2017/PKFLGGR17" } @Article{PFGKPZ16, author = "Paragios, N. and Ferrante, E. and Glocker, B. and Komodakis, N. and Parisot, S. and Zacharaki, E. I.", title = "(Hyper)-graphical models in biomedical image analysis", journal = "Medical Image Analysis", pages = "102--106", year = "2016", note = "20th anniversary of the Medical Image Analysis journal (MedIA)", url = "http://sinc.unl.loc/sinc/sinc-publications/2016/PFGKPZ16" } @InBook{KFPLNCRG16a, author = "Kamnitsas, K. and Ferrante, E. and Parisot, S. and Ledig, C. and Nori, A. V. and Criminisi, A. and Rueckert, D. and Glocker, B.", title = "DeepMedic for brain tumor segmentation", pages = "138--149", year = "2016", publisher = "Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injurie", url = "http://sinc.unl.loc/sinc/sinc-publications/2016/KFPLNCRG16a" }