Emma C. Robinson

76 papers A* 1Journal 42Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Unsupervised multimodal surface registration with geometric deep learning. Medical Image Anal. Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
2025	—	`conf`	Controllable Surface Diffusion Generative Model for Neurodevelopmental Trajectories. DGM4MICCAI@MICCAI Zhenshan Xie, Levente Baljer, M. Jorge Cardoso, Emma C. Robinson
2025	—	`conf`	NEUBORN: The Neurodevelopmental Evolution Framework Using Biomechanical RemodelliNg. PIPPI@MICCAI Nashira Baena, Mariana da Silva, Irina Grigorescu, Aakash Saboo, Saga Masui, Jaques-Donald Tournier, Emma C. Robinson
2025	J	`jnl`	NEUBORN: The Neurodevelopmental Evolution framework Using BiOmechanical RemodelliNg. CoRR Nashira Baena, Mariana da Silva, Irina Grigorescu, Aakash Saboo, Saga Masui, Jaques-Donald Tournier, Emma C. Robinson
2025	—	`conf`	PUUMA (Placental Patch and Whole-Uterus Dual-Branch U-Mamba-Based Architecture): Functional MRI Prediction of Gestational Age at Birth and Preterm Risk. PIPPI@MICCAI Diego Fajardo-Rojas, Levente Baljer, Jordina Aviles Verdera, Megan Hall, Daniel Cromb, Mary A. Rutherford, Lisa Story, Emma C. Robinson, Jana Hutter
2025	J	`jnl`	PUUMA (Placental patch and whole-Uterus dual-branch U-Mamba-based Architecture): Functional MRI Prediction of Gestational Age at Birth and Preterm Risk. CoRR Diego Fajardo-Rojas, Levente Baljer, Jordina Aviles Verdera, Megan Hall, Daniel Cromb, Mary A. Rutherford, Lisa Story, Emma C. Robinson, Jana Hutter
2025	J	`jnl`	SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments. CoRR Simon Dahan, Gabriel Bénédict, Logan Z. J. Williams, Yourong Guo, Daniel Rueckert, Robert Leech, Emma C. Robinson
2025	J	`jnl`	The Developing Human Connectome Project: A fast deep learning-based pipeline for neonatal cortical surface reconstruction. Medical Image Anal. Qiang Ma, Kaili Liang, Liu Li, Saga Masui, Yourong Guo, Chiara Nosarti, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert
2024	J	`jnl`	Applications of interpretable deep learning in neuroimaging: a comprehensive review. CoRR Lindsay Munroe, Mariana da Silva, Faezeh Heidari, Irina Grigorescu, Simon Dahan, Emma C. Robinson, Maria Deprez, Po-Wah So
2024	J	`jnl`	Cortical Surface Diffusion Generative Models. CoRR Zhenshan Xie, Simon Dahan, Logan Z. J. Williams, M. Jorge Cardoso, Emma C. Robinson
2024	—	`conf`	High Performance Groupwise Cortical Surface Registration with Multimodal Surface Matching. WBIR Renátó Besenczi, Yourong Guo, Emma C. Robinson
2024	—	`conf`	Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations. MICCAI (11) Qiang Ma, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert
2023	—	`conf`	Conditional Temporal Attention Networks for Neonatal Cortical Surface Reconstruction. MICCAI (4) Qiang Ma, Liu Li, Vanessa Kyriakopoulou, Joseph V. Hajnal, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert
2023	J	`jnl`	CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs. IEEE Trans. Medical Imaging Qiang Ma, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary
2023	J	`jnl`	ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans. IEEE Trans. Medical Imaging 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
2023	—	`conf`	Robust and Generalisable Segmentation of Subtle Epilepsy-Causing Lesions: A Graph Convolutional Approach. MICCAI (8) Hannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, Emma C. Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl
2023	J	`jnl`	Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach. CoRR Hannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, MELD project, Emma C. Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl
2023	J	`jnl`	Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data. CoRR Simon Dahan, Mariana da Silva, Daniel Rueckert, Emma C. Robinson
2023	J	`jnl`	The Multiscale Surface Vision Transformer. CoRR Simon Dahan, Abdulah Fawaz, Mohamed A. Suliman, Mariana da Silva, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson
2023	J	`jnl`	Unsupervised Multimodal Surface Registration with Geometric Deep Learning. CoRR Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
2022	—	`conf`	A Deep Generative Model of Neonatal Cortical Surface Development. MIUA Abdulah Fawaz, Logan Z. J. Williams, A. David Edwards, Emma C. Robinson
2022	J	`jnl`	A Deep Generative Model of Neonatal Cortical Surface Development. CoRR Abdulah Fawaz, Logan Z. J. Williams, A. David Edwards, Emma C. Robinson
2022	—	`conf`	A Deep-Discrete Learning Framework for Spherical Surface Registration. MICCAI (6) Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
2022	J	`jnl`	A Deep-Discrete Learning Framework for Spherical Surface Registration. CoRR Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
2022	J	`jnl`	CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs. CoRR Qiang Ma, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary
2022	—	`conf`	GeoMorph: Geometric Deep Learning for Cortical Surface Registration. GeoMedIA Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
2022	J	`jnl`	Surface Analysis with Vision Transformers. CoRR Simon Dahan, Logan Z. J. Williams, Abdulah Fawaz, Daniel Rueckert, Emma C. Robinson
2022	—	`conf`	Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis. MIDL Simon Dahan, Abdulah Fawaz, Logan Z. J. Williams, Chunhui Yang, Timothy S. Coalson, Matthew F. Glasser, A. David Edwards, Daniel Rueckert, Emma C. Robinson
2022	J	`jnl`	Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis. CoRR Simon Dahan, Abdulah Fawaz, Logan Z. J. Williams, Chunhui Yang, Timothy S. Coalson, Matthew F. Glasser, A. David Edwards, Daniel Rueckert, Emma C. Robinson
2022	J	`jnl`	Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces. CoRR 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
2021	J	`jnl`	A survey on active learning and human-in-the-loop deep learning for medical image analysis. Medical Image Anal. Samuel Budd, Emma C. Robinson, Bernhard Kainz
2021	—	`conf`	Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps. MICCAI (7) Samuel Budd, Matthew Sinclair, Thomas G. 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
2021	J	`jnl`	Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps. CoRR Samuel Budd, Matthew Sinclair, Thomas G. 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
2021	—	`conf`	Distinguishing Healthy Ageing from Dementia: A Biomechanical Simulation of Brain Atrophy Using Deep Networks. MLCN@MICCAI Mariana da Silva, Carole H. Sudre, Kara Garcia, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
2021	J	`jnl`	Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks. CoRR Mariana da Silva, Carole H. Sudre, Kara Garcia, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
2021	—	`conf`	Geometric Deep Learning of the Human Connectome Project Multimodal Cortical Parcellation. MLCN@MICCAI Logan Z. J. Williams, Abdulah Fawaz, Matthew F. Glasser, A. David Edwards, Emma C. Robinson
2021	J	`jnl`	ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans. CoRR 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
2021	—	`conf`	Improving Phenotype Prediction Using Long-Range Spatio-Temporal Dynamics of Functional Connectivity. MLCN@MICCAI Simon Dahan, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson
2021	J	`jnl`	Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity. CoRR Simon Dahan, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson
2021	—	`conf`	PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction. MLCN@MICCAI Qiang Ma, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary
2021	J	`jnl`	Preterm birth alters the development of cortical microstructure and morphology at term-equivalent age. NeuroImage 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
2020	J	`jnl`	Biomechanical modelling of brain atrophy through deep learning. CoRR Mariana da Silva, Kara Garcia, Carole H. Sudre, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
2020	A*	`conf`	ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping. NeurIPS Cher Bass, Mariana da Silva, Carole H. Sudre, Petru-Daniel Tudosiu, Stephen M. Smith, Emma C. Robinson
2020	J	`jnl`	ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping. CoRR Cher Bass, Mariana da Silva, Carole H. Sudre, Petru-Daniel Tudosiu, Stephen M. Smith, Emma C. Robinson
2020	J	`jnl`	Non-negative data-driven mapping of structural connections with application to the neonatal brain. NeuroImage Elinor Thompson, Ali Reza Mohammadi-Nejad, Emma C. Robinson, Jesper L. R. Andersson, Saâd Jbabdi, Matthew F. Glasser, Matteo Bastiani, Stamatios N. Sotiropoulos
2020	—	`conf`	Surface Agnostic Metrics for Cortical Volume Segmentation and Regression. MLCN/RNO-AI@MICCAI Samuel Budd, Prachi A. Patkee, Ana Baburamani, Mary A. Rutherford, Emma C. Robinson, Bernhard Kainz
2020	J	`jnl`	Surface Agnostic Metrics for Cortical Volume Segmentation and Regression. CoRR Samuel Budd, Prachi A. Patkee, Ana Baburamani, Mary A. Rutherford, Emma C. Robinson, Bernhard Kainz
2020	J	`jnl`	The developing Human Connectome Project (dHCP) automated resting-state functional processing framework for newborn infants. NeuroImage 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
2019	J	`jnl`	A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis. CoRR Samuel Budd, Emma C. Robinson, Bernhard Kainz
2019	—	`conf`	Confident Head Circumference Measurement from Ultrasound with Real-Time Feedback for Sonographers. MICCAI (4) Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gómez, Nicolas Toussaint, Emma C. Robinson, Bernhard Kainz
2019	J	`jnl`	Confident Head Circumference Measurement from Ultrasound with Real-time Feedback for Sonographers. CoRR Samuel Budd, Matthew Sinclair, Bishesh Khanal, Jacqueline Matthew, David Lloyd, Alberto Gómez, Nicolas Toussaint, Emma C. Robinson, Bernhard Kainz
2019	—	`ed.`	Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings SUSI/PIPPI@MICCAI Qian Wang, Alberto Gómez, Jana Hutter, Kristin McLeod, Veronika A. M. Zimmer, Oliver Zettinig, Roxane Licandro, Emma C. Robinson, Daan Christiaens, Esra Abaci Turk, Andrew Melbourne
2018	J	`jnl`	Construction of a neonatal cortical surface atlas using Multimodal Surface Matching in the Developing Human Connectome Project. NeuroImage 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
2018	—	`ed.`	Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis - First International Workshop, DATRA 2018 - and - Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings DATRA/PIPPI@MICCAI Andrew Melbourne, Roxane Licandro, Matthew D. DiFranco, Paolo Rota, Melanie Gau, Martin Kampel, Rosalind Aughwane, Pim Moeskops, Ernst Schwartz, Emma C. Robinson, Antonios Makropoulos
2018	J	`jnl`	Human brain mapping: A systematic comparison of parcellation methods for the human cerebral cortex. NeuroImage Salim Arslan, Sofia Ira Ktena, Antonios Makropoulos, Emma C. Robinson, Daniel Rueckert, Sarah Parisot
2018	J	`jnl`	Multimodal surface matching with higher-order smoothness constraints. NeuroImage 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
2018	J	`jnl`	The developing human connectome project: A minimal processing pipeline for neonatal cortical surface reconstruction. NeuroImage Antonios Makropoulos, Emma C. Robinson, Andreas Schuh, Robert Wright, Sean P. Fitzgibbon, Jelena Bozek, Serena J. Counsell, Johannes K. 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
2017	—	`conf`	A deformable model for the reconstruction of the neonatal cortex. ISBI Andreas Schuh, Antonios Makropoulos, Robert Wright, Emma C. Robinson, Nora Tusor, Johannes K. Steinweg, Emer J. Hughes, Lucilio Cordero-Grande, Anthony N. Price, Jana Hutter, Joseph V. Hajnal, Daniel Rueckert
2017	—	`ed.`	Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings FIFI/OMIA@MICCAI M. Jorge Cardoso, Tal Arbel, Andrew Melbourne, Hrvoje Bogunovic, Pim Moeskops, Xinjian Chen, Ernst Schwartz, Mona Kathryn Garvin, Emma C. Robinson, Emanuele Trucco, Michael Ebner, Yanwu Xu, Antonios Makropoulos, Adrien E. Desjardins, Tom Vercauteren
2017	J	`jnl`	Reproducible Large-Scale Neuroimaging Studies with the OpenMOLE Workflow Management System. Frontiers Neuroinformatics Jonathan Passerat-Palmbach, Romain Reuillon, Mathieu Leclaire, Antonios Makropoulos, Emma C. Robinson, Sarah Parisot, Daniel Rueckert
2016	J	`jnl`	A multi-modal parcellation of human cerebral cortex. Nat. Matthew F. Glasser, Timothy S. Coalson, Emma C. Robinson, Carl D. Hacker, John W. Harwell, Essa Yacoub, Kâmil Ugurbil, Jesper L. R. Andersson, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith, David C. Van Essen
2016	—	`conf`	Construction of a neonatal cortical surface atlas using multimodal surface matching. ISBI Jelena Bozek, Sean P. Fitzgibbon, Robert Wright, Daniel Rueckert, Mark Jenkinson, Emma C. Robinson
2016	—	`conf`	Discrete Optimisation for Group-Wise Cortical Surface Atlasing. CVPR Workshops Emma C. Robinson, Ben Glocker, Martin Rajchl, Daniel Rueckert
2015	J	`jnl`	Large-scale Probabilistic Functional Modes from resting state fMRI. NeuroImage Samuel J. Harrison, Mark W. Woolrich, Emma C. Robinson, Matthew F. Glasser, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
2014	J	`jnl`	Correspondences between retinotopic areas and myelin maps in human visual cortex. NeuroImage 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
2014	J	`jnl`	MSM: A new flexible framework for Multimodal Surface Matching. NeuroImage 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
2013	—	`conf`	Multimodal Surface Matching: Fast and Generalisable Cortical Registration Using Discrete Optimisation. IPMI 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
2011	—	`conf`	A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections. IPMI Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
2011	—	`conf`	Exploiting hierarchy in structural brain networks. ISBI Fani Deligianni, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert, Daniel C. Alexander
2011	—	`conf`	Hierarchy in structural brain networks. MIUA Fani Deligianni, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert, Daniel C. Alexander
2011	—	`conf`	Inference of functional connectivity from direct and indirect structural brain connections. ISBI Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
2011	—	`conf`	Relating Brain Functional Connectivity to Anatomical Connections: Model Selection. MLINI Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
2010	J	`jnl`	Identifying population differences in whole-brain structural networks: A machine learning approach. NeuroImage Emma C. Robinson, Alexander Hammers, Anders Ericsson, A. David Edwards, Daniel Rueckert
2010	—	`conf`	Inference of functional connectivity from structural brain connectivity. ISBI Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
2010	—	`conf`	Probabilistic white matter and fiber tract atlas construction. ISBI Emma C. Robinson, Daniel Rueckert, Alexander Hammers, A. David Edwards
2008	—	`conf`	Multivariate Statistical Analysis of Whole Brain Structural Networks Obtained Using Probabilistic Tractography. MICCAI (1) Emma C. Robinson, Michel F. Valstar, Alexander Hammers, Anders Ericsson, A. David Edwards, Daniel Rueckert