Emma C. Robinson

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 51

Top Topics

Surface Matching

Generative Model

Top Venues

Publications

Zhenshan Xie, Simon Dahan, Logan Z. J. Williams, M. Jorge Cardoso, Emma C. Robinson
Cortical Surface Diffusion Generative Models. CoRR (2024)
Lindsay Munroe, Mariana da Silva, Faezeh Heidari, Irina Grigorescu, Simon Dahan, Emma C. Robinson, Maria Deprez, Po-Wah So
Applications of interpretable deep learning in neuroimaging: a comprehensive review. CoRR (2024)
Hannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, MELD project, Emma C. Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl
Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach. CoRR (2023)
Qiang Ma, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs. IEEE Trans. Medical Imaging 42 (2) (2023)
Simon Dahan, Mariana da Silva, Daniel Rueckert, Emma C. Robinson
Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data. CoRR (2023)
Hannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, Emma C. Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl
Robust and Generalisable Segmentation of Subtle Epilepsy-Causing Lesions: A Graph Convolutional Approach. MICCAI (8) (2023)
Qiang Ma, Liu Li, Vanessa Kyriakopoulou, Joseph V. Hajnal, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert
Conditional Temporal Attention Networks for Neonatal Cortical Surface Reconstruction. MICCAI (4) (2023)
Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
Unsupervised Multimodal Surface Registration with Geometric Deep Learning. CoRR (2023)
Simon Dahan, Abdulah Fawaz, Mohamed A. Suliman, Mariana da Silva, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson
The Multiscale Surface Vision Transformer. CoRR (2023)
Cher Bass, Mariana da Silva, Carole H. Sudre, Logan Z. J. Williams, Helena S. Sousa, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson
ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans. IEEE Trans. Medical Imaging 42 (4) (2023)
Qiang Ma, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs. CoRR (2022)
Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
A Deep-Discrete Learning Framework for Spherical Surface Registration. CoRR (2022)
Simon Dahan, Hao Xu, Logan Z. J. Williams, Abdulah Fawaz, Chunhui Yang, Timothy S. Coalson, Michelle C. Williams, David E. Newby, A. David Edwards, Matthew F. Glasser, Alistair A. Young, Daniel Rueckert, Emma C. Robinson
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces. CoRR (2022)
Simon Dahan, Logan Z. J. Williams, Abdulah Fawaz, Daniel Rueckert, Emma C. Robinson
Surface Analysis with Vision Transformers. CoRR (2022)
Simon Dahan, Abdulah Fawaz, Logan Z. J. Williams, Chunhui Yang, Timothy S. Coalson, Matthew F. Glasser, A. David Edwards, Daniel Rueckert, Emma C. Robinson
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis. CoRR (2022)
Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
GeoMorph: Geometric Deep Learning for Cortical Surface Registration. GeoMedIA (2022)
Simon Dahan, Abdulah Fawaz, Logan Z. J. Williams, Chunhui Yang, Timothy S. Coalson, Matthew F. Glasser, A. David Edwards, Daniel Rueckert, Emma C. Robinson
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis. MIDL (2022)
Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
A Deep-Discrete Learning Framework for Spherical Surface Registration. MICCAI (6) (2022)
Abdulah Fawaz, Logan Z. J. Williams, A. David Edwards, Emma C. Robinson
A Deep Generative Model of Neonatal Cortical Surface Development. MIUA (2022)
Abdulah Fawaz, Logan Z. J. Williams, A. David Edwards, Emma C. Robinson
A Deep Generative Model of Neonatal Cortical Surface Development. CoRR (2022)
Simon Dahan, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity. CoRR (2021)
Mariana da Silva, Carole H. Sudre, Kara Garcia, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks. CoRR (2021)
Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jacqueline Matthew, Emily Skelton, John M. Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps. MICCAI (7) (2021)
Cher Bass, Mariana da Silva, Carole H. Sudre, Logan Z. J. Williams, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson
ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans. CoRR (2021)
Logan Z. J. Williams, Abdulah Fawaz, Matthew F. Glasser, A. David Edwards, Emma C. Robinson
Geometric Deep Learning of the Human Connectome Project Multimodal Cortical Parcellation. MLCN@MICCAI (2021)
Samuel Budd, Emma C. Robinson, Bernhard Kainz
A survey on active learning and human-in-the-loop deep learning for medical image analysis. Medical Image Anal. 71 (2021)
Simon Dahan, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson
Improving Phenotype Prediction Using Long-Range Spatio-Temporal Dynamics of Functional Connectivity. MLCN@MICCAI (2021)
Ralica Dimitrova, Maximilian Pietsch, Judit Ciarrusta, Sean P. Fitzgibbon, Logan Z. J. Williams, Daan Christiaens, Lucilio Cordero-Grande, Dafnis Batalle, Antonios Makropoulos, Andreas Schuh, Anthony N. Price, Jana Hutter, Rui Pedro A. G. Teixeira, Emer J. Hughes, Andrew Chew, Shona Falconer, Olivia Carney, Alexia Egloff, Jacques-Donald Tournier, Grainne M. McAlonan, Mary A. Rutherford, Serena J. Counsell, Emma C. Robinson, Joseph V. Hajnal, Daniel Rueckert, A. David Edwards, Jonathan O'Muircheartaigh
Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age. NeuroImage 243 (2021)
Mariana da Silva, Carole H. Sudre, Kara Garcia, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
Distinguishing Healthy Ageing from Dementia: A Biomechanical Simulation of Brain Atrophy Using Deep Networks. MLCN@MICCAI (2021)
Samuel Budd, Matthew Sinclair, Thomas Day, Athanasios Vlontzos, Jeremy Tan, Tianrui Liu, Jacqueline Matthew, Emily Skelton, John M. Simpson, Reza Razavi, Ben Glocker, Daniel Rueckert, Emma C. Robinson, Bernhard Kainz
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps. CoRR (2021)
Qiang Ma, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary
PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction. MLCN@MICCAI (2021)
Mariana da Silva, Kara Garcia, Carole H. Sudre, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
Biomechanical modelling of brain atrophy through deep learning. CoRR (2020)
Cher Bass, Mariana da Silva, Carole H. Sudre, Petru-Daniel Tudosiu, Stephen M. Smith, Emma C. Robinson
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping. CoRR (2020)
E. Thompson, Ali Reza Mohammadi-Nejad, Emma C. Robinson, Jesper L. R. Andersson, Saâd Jbabdi, Matthew F. Glasser, Matteo Bastiani, Stamatios N. Sotiropoulos
Non-negative data-driven mapping of structural connections with application to the neonatal brain. NeuroImage 222 (2020)
Sean P. Fitzgibbon, Samuel J. Harrison, Mark Jenkinson, Luke Baxter, Emma C. Robinson, Matteo Bastiani, Jelena Bozek, Vyacheslav Karolis, Lucilio Cordero-Grande, Anthony N. Price, Emer J. Hughes, Antonios Makropoulos, Jonathan Passerat-Palmbach, Andreas Schuh, Jianliang Gao, Seyedeh-Rezvan Farahibozorg, Jonathan O'Muircheartaigh, Judit Ciarrusta, Jesper Andersson
The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants. NeuroImage 223 (2020)
Samuel Budd, Prachi A. Patkee, Ana Baburamani, Mary A. Rutherford, Emma C. Robinson, Bernhard Kainz
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression. MLCN/RNO-AI@MICCAI (2020)
Cher Bass, Mariana da Silva, Carole H. Sudre, Petru-Daniel Tudosiu, Stephen M. Smith, Emma C. Robinson
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping. NeurIPS (2020)
Samuel Budd, Prachi A. Patkee, Ana Baburamani, Mary A. Rutherford, Emma C. Robinson, Bernhard Kainz
Surface Agnostic Metrics for Cortical Volume Segmentation and Regression. CoRR (2020)
Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gómez, Nicolas Toussaint, Emma C. Robinson, Bernhard Kainz
Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers. CoRR (2019)
Samuel Budd, Emma C. Robinson, Bernhard Kainz
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis. CoRR (2019)
Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gómez, Nicolas Toussaint, Emma C. Robinson, Bernhard Kainz
Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers. MICCAI (4) (2019)
Jelena Bozek, Antonios Makropoulos, Andreas Schuh, Sean P. Fitzgibbon, Robert Wright, Matthew F. Glasser, Timothy S. Coalson, Jonathan O'Muircheartaigh, Jana Hutter, Anthony N. Price, Lucilio Cordero-Grande, Rui Pedro A. G. Teixeira, Emer J. Hughes, Nora Tusor, Kelly Pegoretti Baruteau, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Emma C. Robinson
Construction of a neonatal cortical surface atlas using Multimodal Surface Matching in the Developing Human Connectome Project. NeuroImage 179 (2018)
Emma C. Robinson, Kara Garcia, Matthew F. Glasser, Zhengdao Chen, Timothy S. Coalson, Antonios Makropoulos, Jelena Bozek, Robert Wright, Andreas Schuh, Matthew A. Webster, Jana Hutter, Anthony Price, Lucilio Cordero-Grande, Emer J. Hughes, Nora Tusor, Philip V. Bayly, David C. Van Essen, Stephen M. Smith, Daniel Rueckert
Multimodal surface matching with higher-order smoothness constraints. NeuroImage 167 (2018)
Salim Arslan, Sofia Ira Ktena, Antonios Makropoulos, Emma C. Robinson, Daniel Rueckert, Sarah Parisot
Human brain mapping: A systematic comparison of parcellation methods for the human cerebral cortex. NeuroImage 170 (2018)
Antonios Makropoulos, Emma C. Robinson, Andreas Schuh, Robert Wright, Sean P. Fitzgibbon, Jelena Bozek, Serena J. Counsell, Johannes Steinweg, Katy Vecchiato, Jonathan Passerat-Palmbach, Gregor Lenz, Filippo Mortari, Tencho Tenev, Eugene P. Duff, Matteo Bastiani, Lucilio Cordero-Grande, Emer J. Hughes, Nora Tusor, Daniel Rueckert
The developing human connectome project: A minimal processing pipeline for neonatal cortical surface reconstruction. NeuroImage 173 (2018)
Andreas Schuh, Antonios Makropoulos, Robert Wright, Emma C. Robinson, Nora Tusor, Johannes Steinweg, Emer J. Hughes, Lucilio Cordero-Grande, Anthony N. Price, Jana Hutter, Joseph V. Hajnal, Daniel Rueckert
A deformable model for the reconstruction of the neonatal cortex. ISBI (2017)
Jonathan Passerat-Palmbach, Romain Reuillon, Mathieu Leclaire, Antonios Makropoulos, Emma C. Robinson, Sarah Parisot, Daniel Rueckert
Reproducible Large-Scale Neuroimaging Studies with the OpenMOLE Workflow Management System. Frontiers Neuroinformatics 11 (2017)
Matthew F. Glasser, Timothy S. Coalson, Emma C. Robinson, Carl D. Hacker, John W. Harwell, Essa Yacoub, Kamil Ugurbil, Jesper L. R. Andersson, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith, David C. Van Essen
A multi-modal parcellation of human cerebral cortex. Nat. 536 (7615) (2016)
Emma C. Robinson, Ben Glocker, Martin Rajchl, Daniel Rueckert
Discrete Optimisation for Group-Wise Cortical Surface Atlasing. CVPR Workshops (2016)
Jelena Bozek, Sean P. Fitzgibbon, Robert Wright, Daniel Rueckert, Mark Jenkinson, Emma C. Robinson
Construction of a neonatal cortical surface atlas using multimodal surface matching. ISBI (2016)
Samuel J. Harrison, Mark W. Woolrich, Emma C. Robinson, Matthew F. Glasser, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
Large-scale Probabilistic Functional Modes from resting state fMRI. NeuroImage 109 (2015)
Rouhollah O. Abdollahi, Hauke Kolster, Matthew F. Glasser, Emma C. Robinson, Timothy S. Coalson, Donna L. Dierker, Mark Jenkinson, David C. Van Essen, Guy A. Orban
Correspondences between retinotopic areas and myelin maps in human visual cortex. NeuroImage 99 (2014)
Emma C. Robinson, Saâd Jbabdi, Matthew F. Glasser, Jesper L. R. Andersson, Gregory C. Burgess, Michael P. Harms, Stephen M. Smith, David C. Van Essen, Mark Jenkinson
MSM: A new flexible framework for Multimodal Surface Matching. NeuroImage 100 (2014)
Emma C. Robinson, Saâd Jbabdi, Jesper L. R. Andersson, Stephen M. Smith, Matthew F. Glasser, David C. Van Essen, Gregory C. Burgess, Michael P. Harms, Deanna M. Barch, Mark Jenkinson
Multimodal Surface Matching: Fast and Generalisable Cortical Registration Using Discrete Optimisation. IPMI (2013)
Fani Deligianni, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert, Daniel C. Alexander
Exploiting hierarchy in structural brain networks. ISBI (2011)
Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
Relating Brain Functional Connectivity to Anatomical Connections: Model Selection. MLINI (2011)
Fani Deligianni, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert, Daniel C. Alexander
Hierarchy in structural brain networks. MIUA (2011)
Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections. IPMI (2011)
Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
Inference of functional connectivity from direct and indirect structural brain connections. ISBI (2011)
Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
Inference of functional connectivity from structural brain connectivity. ISBI (2010)
Emma C. Robinson, Alexander Hammers, Anders Ericsson, A. David Edwards, Daniel Rueckert
Identifying population differences in whole-brain structural networks: A machine learning approach. NeuroImage 50 (3) (2010)
Emma C. Robinson, Daniel Rueckert, Alexander Hammers, A. David Edwards
Probabilistic white matter and fiber tract atlas construction. ISBI (2010)
Emma C. Robinson, Michel F. Valstar, Alexander Hammers, Anders Ericsson, A. David Edwards, Daniel Rueckert
Multivariate Statistical Analysis of Whole Brain Structural Networks Obtained Using Probabilistic Tractography. MICCAI (1) (2008)