Publications

For a complete publication list, please see Dr Robinson’s, or Dr Deprez’ Google Scholar.

Highlights

Distinguishing Healthy Ageing from Dementia: A Biomechanical Simulation of Brain Atrophy Using Deep Networks

M Da Silva, CH Sudre, K Garcia, C Bass, M Jorge Cardoso, EC Robinson

In International Workshop on Machine Learning in Clinical Neuroimaging 2021 (pp. 13-22). Springer, Cham.

Structural and functional asymmetry of the neonatal cerebral cortex

LZJ Williams, SP Fitzgibbon, J Bozek, AM Winkler, R Dimitrova, T Poppe, A Schuh, A Makropoulos, J Cupitt, J O’Muircheartaigh, E Duff, L Cordero-Grande, AN Price, JV Hajnal, D Rueckert, SM Smith, AD Edwards, EC Robinson

biorxiv

ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping

C Bass, M da Silva, C Sudre, PD Tudosiu, SM Smith, EC Robinson

Neural Information Processing Systems (NeurIPS) 7697–7709(2020)

Image synthesis with a convolutional capsule generative adversarial network

C Bass, T Dai, B Billot, K Arulkumaran, A Creswell, C Clopath, V De Paola, AA Bharath

International Conference on Medical Imaging with Deep Learning 39–62 (2019)

A multi-modal parcellation of human cerebral cortex

Glasser MF, Coalson TS, Robinson EC, Hacker CD, Harwell J, Yacoub E, Ugurbil K, Andersson J, Beckmann CF, Jenkinson M, Smith SM

Nature. 2016 Aug;536(7615):171.

MSM: A new flexible framework for Multimodal Surface Matching

Robinson EC, Jbabdi S, Glasser MF, Andersson J, Burgess GC, Harms MP, Smith SM, Van Essen DC, Jenkinson M

Neuroimage 100 (2014):414-426.

Higher order spherical harmonics reconstruction of fetal diffusion MRI with intensity correction

M Deprez, AN Price, D Christiaens, …, A Daducci, JD Tournier, MA Rutherford, S Counsell, M Bach Cuadra, JV Hajnal

IEEE TMI Apr 2020

Deformable Slice-to-Volume Registration for Motion Correction in Fetal Body MRI

Alena Uus, Tong Zhang, Laurence Jackson, Mary Rutherford, Joseph V. Hajnal, Maria Deprez

IEEE TMI Sept 2020

Fetal whole heart blood flow imaging using 4D cine MRI.

TA Roberts, JFP van Amerom, A Uus, …, M Deprez, JV Hajnal

Nature Communications 2020

 

Selected Publications

Distinguishing Healthy Ageing from Dementia: A Biomechanical Simulation of Brain Atrophy Using Deep Networks
M Da Silva, CH Sudre, K Garcia, C Bass, M Jorge Cardoso, EC Robinson
In International Workshop on Machine Learning in Clinical Neuroimaging 2021 (pp. 13-22). Springer, Cham.

Structural and functional asymmetry of the neonatal cerebral cortex
LZJ Williams, SP Fitzgibbon, J Bozek, AM Winkler, R Dimitrova, T Poppe, A Schuh, A Makropoulos, J Cupitt, J O’Muircheartaigh, E Duff, L Cordero-Grande, AN Price, JV Hajnal, D Rueckert, SM Smith, AD Edwards, EC Robinson
biorxiv

Improving Phenotype Prediction Using Long-Range Spatio-Temporal Dynamics of Functional Connectivity
S Dahan LZJ Williams, D Rueckert, EC Robinson
In International Workshop on Machine Learning in Clinical Neuroimaging 2021 (pp. 145-154). Springer, Cham.

Geometric Deep Learning of the Human Connectome Project Multimodal Cortical Parcellation
LZJ Williams, A Fawaz, MF Glasser, AD Edwards, EC Robinson
In International Workshop on Machine Learning in Clinical Neuroimaging 2021 (pp. 103-112). Springer, Cham.

ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans
C Bass, M da Silva, C Sudre, LZJ Williams, PD Tudosiu, F Alfaro-Almagro, SP Fitzgibbon, MF Glasser, SM Smith, EC Robinson
arxiv

ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
C Bass, M da Silva, C Sudre, PD Tudosiu, SM Smith, EC Robinson
Neural Information Processing Systems (NeurIPS) 7697–7709(2020)

Image synthesis with a convolutional capsule generative adversarial network
C Bass, T Dai, B Billot, K Arulkumaran, A Creswell, C Clopath, V De Paola, AA Bharath
International Conference on Medical Imaging with Deep Learning 39–62 (2019)

Multimodal surface matching with higher-order smoothness constraints
Robinson EC, Garcia K, Glasser MF, Chen Z, Coalson TS, Makropoulos A, Bozek J …. Rueckert D
NeuroImage. 2018 Feb 15;167:453-65.

A multi-modal parcellation of human cerebral cortex
Glasser MF, Coalson TS, Robinson EC, Hacker CD, Harwell J, Yacoub E, Ugurbil K, Andersson J, Beckmann CF, Jenkinson M, Smith SM
Nature. 2016 Aug;536(7615):171.

MSM: A new flexible framework for Multimodal Surface Matching
Robinson EC, Jbabdi S, Glasser MF, Andersson J, Burgess GC, Harms MP, Smith SM, Van Essen DC, Jenkinson M
Neuroimage 100 (2014):414-426.

Identifying population differences in whole-brain structural networks: a machine learning approach.
Robinson EC, Hammers A, Ericsson A, Edwards AD, Rueckert D
NeuroImage. 2010 Apr 15;50(3):910-9.

Higher order spherical harmonics reconstruction of fetal diffusion MRI with intensity correction
M Deprez, AN Price, D Christiaens, …, A Daducci, JD Tournier, MA Rutherford, S Counsell, M Bach Cuadra, JV Hajnal
IEEE TMI Apr 2020

Deformable Slice-to-Volume Registration for Motion Correction in Fetal Body MRI
Alena Uus, Tong Zhang, Laurence Jackson, Mary Rutherford, Joseph V. Hajnal, Maria Deprez
IEEE TMI Sept 2020

Fetal whole heart blood flow imaging using 4D cine MRI.
TA Roberts, JFP van Amerom, A Uus, …, M Deprez, JV Hajnal
Nature Communications 2020