Publications
Disease prediction using graph convolutional networks: Applicationto Autism Spectrum Disorder and Alzheimer's disease
Sarah Parisot andSofia Ira Ktena andEnzo Ferrante andMatthew C. H. Lee andRicardo Guerrero andBen Glocker andDaniel Rueckert , Medical Image Anal., volume 48, pp.117–130, 2018
Human brain mapping: {A} systematic comparison of parcellation methodsfor the human cerebral cortex
Salim Arslan andSofia Ira Ktena andAntonios Makropoulos andEmma C. Robinson andDaniel Rueckert andSarah Parisot , NeuroImage, volume 170, pp.5–30, 2018
Metric learning with spectral graph convolutions on brain connectivitynetworks
Sofia Ira Ktena andSarah Parisot andEnzo Ferrante andMartin Rajchl andMatthew C. H. Lee andBen Glocker andDaniel Rueckert , NeuroImage, volume 169, pp.431–442, 2018
Graph Saliency Maps Through Spectral Convolutional Networks: Applicationto Sex Classification with Brain Connectivity
Salim Arslan andSofia Ira Ktena andBen Glocker andDaniel Rueckert , Graphs in Biomedical Image Analysis - and - Integrating Medical Imagingand Non-Imaging Modalities - Second International Workshop, GRAIL2018 - and - First International Workshop, Beyond MIC 2018, Heldin Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018,Proceedings, volume 11044, pp.3–13, 2018
Disease Prediction using Graph Convolutional Networks: Applicationto Autism Spectrum Disorder and Alzheimer's Disease
Sarah Parisot andSofia Ira Ktena andEnzo Ferrante andMatthew Lee andRicardo Guerrero andBen Glocker andDaniel Rueckert , CoRR, volume abs/1806.01738, 2018
Graph Saliency Maps through Spectral Convolutional Networks: Applicationto Sex Classification with Brain Connectivity
Salim Arslan andSofia Ira Ktena andBen Glocker andDaniel Rueckert , CoRR, volume abs/1806.01764, 2018
A flexible graphical model for multi-modal parcellation of the cortex
Sarah Parisot andBen Glocker andSofia Ira Ktena andSalim Arslan andMarkus D. Schirmer andDaniel Rueckert , NeuroImage, volume 162, pp.226–248, 2017
Spectral Graph Convolutions for Population-Based Disease Prediction
Sarah Parisot andSofia Ira Ktena andEnzo Ferrante andMatthew C. H. Lee andRicardo Guerrero Moreno andBen Glocker andDaniel Rueckert , Medical Image Computing and Computer Assisted Intervention - MICCAI2017 - 20th International Conference, Quebec City, QC, Canada, September11-13, 2017, Proceedings, Part III, volume 10435, pp.177–185, 2017
Distance Metric Learning Using Graph Convolutional Networks: Applicationto Functional Brain Networks
Sofia Ira Ktena andSarah Parisot andEnzo Ferrante andMartin Rajchl andMatthew C. H. Lee andBen Glocker andDaniel Rueckert , Medical Image Computing and Computer Assisted Intervention - MICCAI2017 - 20th International Conference, Quebec City, QC, Canada, September11-13, 2017, Proceedings, Part I, volume 10433, pp.469–477, 2017
Distance Metric Learning using Graph Convolutional Networks: Applicationto Functional Brain Networks
Sofia Ira Ktena andSarah Parisot andEnzo Ferrante andMartin Rajchl andMatthew C. H. Lee andBen Glocker andDaniel Rueckert , CoRR, volume abs/1703.02161, 2017