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ORCIDEmma C. Robinson
Emma Claire Robinson
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- affiliation: King's College London, School of Biomedical Engineering and Imaging Sciences, UK
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2020 – today
- 2024
[i20]Zhenshan Xie, Simon Dahan, Logan Z. J. Williams, M. Jorge Cardoso, Emma C. Robinson:
Cortical Surface Diffusion Generative Models. CoRR abs/2402.04753 (2024)- 2023
- [j16]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): 430-443 (2023) - [j15]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): 959-970 (2023) - [c27]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: 312-322 - [c26]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: 420-428 - [i19]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 abs/2303.11909 (2023) - [i18]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 abs/2306.01375 (2023) - [i17]Simon Dahan, Mariana da Silva, Daniel Rueckert, Emma C. Robinson:
Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data. CoRR abs/2308.05474 (2023) - [i16]Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson:
Unsupervised Multimodal Surface Registration with Geometric Deep Learning. CoRR abs/2311.13022 (2023) - 2022
- [c25]Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson:
GeoMorph: Geometric Deep Learning for Cortical Surface Registration. GeoMedIA 2022: 118-129 - [c24]Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson:
A Deep-Discrete Learning Framework for Spherical Surface Registration. MICCAI (6) 2022: 119-129 - [c23]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: 282-303 - [c22]Abdulah Fawaz, Logan Z. J. Williams, A. David Edwards, Emma C. Robinson:
A Deep Generative Model of Neonatal Cortical Surface Development. MIUA 2022: 469-481 - [i15]Qiang Ma, Liu Li, Emma C. Robinson, Bernhard Kainz, Daniel Rueckert, Amir Alansary:
CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs. CoRR abs/2202.08329 (2022) - [i14]Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson:
A Deep-Discrete Learning Framework for Spherical Surface Registration. CoRR abs/2203.12999 (2022) - [i13]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 abs/2203.16414 (2022) - [i12]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 abs/2204.03408 (2022) - [i11]Simon Dahan, Logan Z. J. Williams, Abdulah Fawaz, Daniel Rueckert, Emma C. Robinson:
Surface Analysis with Vision Transformers. CoRR abs/2205.15836 (2022) - [i10]Abdulah Fawaz, Logan Z. J. Williams, A. David Edwards, Emma C. Robinson:
A Deep Generative Model of Neonatal Cortical Surface Development. CoRR abs/2206.07542 (2022) - 2021
- [j14]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: 102062 (2021) - [j13]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: 118488 (2021) - [c21]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: 13-22 - [c20]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: 73-81 - [c19]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: 103-112 - [c18]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: 145-154 - [c17]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:
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps. MICCAI (7) 2021: 207-217 - [c16]Riine Heinsalu, Logan Z. J. Williams, Aditi Ranjan, Carla Avena Zampieri, Alena Uus, Emma Claire Robinson, Mary A. Rutherford, Lisa Story, Jana Hutter:
Predicting Preterm Birth Using Multimodal Fetal Imaging. UNSURE/PIPPI@MICCAI 2021: 284-293 - [i9]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 abs/2103.02561 (2021) - [i8]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:
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps. CoRR abs/2107.02643 (2021) - [i7]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 abs/2108.08214 (2021) - [i6]Simon Dahan, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson:
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional Connectivity. CoRR abs/2109.03115 (2021) - 2020
- [j12]Elinor 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: 117273 (2020) - [j11]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: 117303 (2020) - [c15]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: 3-12 - [c14]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 - [i5]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 abs/2006.08287 (2020) - [i4]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 abs/2010.01669 (2020) - [i3]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 abs/2012.07596 (2020)
2010 – 2019
- 2019
- [c13]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: 683-691 - [e3]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:
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. Lecture Notes in Computer Science 11798, Springer 2019, ISBN 978-3-030-32874-0 [contents] - [i2]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 abs/1908.02582 (2019) - [i1]Samuel Budd, Emma C. Robinson, Bernhard Kainz:
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis. CoRR abs/1910.02923 (2019) - 2018
- [j10]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: 453-465 (2018) - [j9]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: 5-30 (2018) - [j8]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:
The developing human connectome project: A minimal processing pipeline for neonatal cortical surface reconstruction. NeuroImage 173: 88-112 (2018) - [j7]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: 11-29 (2018) - [e2]Andrew Melbourne, Roxane Licandro, Matthew D. DiFranco, Paolo Rota, Melanie Gau, Martin Kampel, Rosalind Aughwane, Pim Moeskops, Ernst Schwartz, Emma C. Robinson, Antonios Makropoulos:
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. Lecture Notes in Computer Science 11076, Springer 2018, ISBN 978-3-030-00806-2 [contents] - 2017
- [j6]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: 21 (2017) - [c12]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:
A deformable model for the reconstruction of the neonatal cortex. ISBI 2017: 800-803 - [e1]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:
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. Lecture Notes in Computer Science 10554, Springer 2017, ISBN 978-3-319-67560-2 [contents] - 2016
- [j5]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:
A multi-modal parcellation of human cerebral cortex. Nat. 536(7615): 171-178 (2016) - [c11]Emma C. Robinson, Ben Glocker, Martin Rajchl, Daniel Rueckert:
Discrete Optimisation for Group-Wise Cortical Surface Atlasing. CVPR Workshops 2016: 442-448 - [c10]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: 775-778 - 2015
- [j4]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: 217-231 (2015) - 2014
- [j3]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: 509-524 (2014) - [j2]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: 414-426 (2014) - 2013
- [c9]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: 475-486 - 2011
- [c8]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: 296-307 - [c7]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: 849-852 - [c6]Fani Deligianni, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert, Daniel C. Alexander:
Exploiting hierarchy in structural brain networks. ISBI 2011: 871-874 - [c5]Fani Deligianni, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert, Daniel C. Alexander:
Hierarchy in structural brain networks. MIUA 2011: 29-34 - [c4]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: 178-185 - 2010
- [j1]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): 910-919 (2010) - [c3]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: 1113-1116 - [c2]Emma C. Robinson, Daniel Rueckert, Alexander Hammers, A. David Edwards:
Probabilistic white matter and fiber tract atlas construction. ISBI 2010: 1153-1156
2000 – 2009
- 2008
- [c1]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: 486-493
Coauthor Index
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