@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" } @InProceedings{CSLGFMGKR18, author = "Cerrolaza, J. and Sinclair, M. and Li, Y. and Gómez, A. and Ferrante, E. and Matthew, J. and Gupta, C. and Knight, C. and Rueckert, D.", title = "Deep learning with ultrasound physics for fetal skull segmentation.", booktitle = "Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on", pages = "564--567", year = "2018", organization = "IEEE", url = "http://sinc.unl.loc/sinc/sinc-publications/2018/CSLGFMGKR18" } @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" } @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" } @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" }