Paul M. Matthews

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 28

Top Topics

Functional Connectivity

Quality Control

Top Venues

Publications

Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Cheng Ouyang, Yaou Liu, Paul M. Matthews, Chuyang Ye, Wenjia Bai
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts. CoRR (2024)
Berke Doga Basaran, Weitong Zhang, Mengyun Qiao, Bernhard Kainz, Paul M. Matthews, Wenjia Bai
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation. CoRR (2023)
Berke Doga Basaran, Weitong Zhang, Mengyun Qiao, Bernhard Kainz, Paul M. Matthews, Wenjia Bai
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation. DALI@MICCAI (2023)
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data. CoRR (2022)
Mengyun Qiao, Berke Doga Basaran, Huaqi Qiu, Shuo Wang, Yi Guo, Yuanyuan Wang, Paul M. Matthews, Daniel Rueckert, Wenjia Bai
Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data. STACOM@MICCAI (2022)
Berke Doga Basaran, Mengyun Qiao, Paul M. Matthews, Wenjia Bai
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images. CoRR (2022)
Berke Doga Basaran, Mengyun Qiao, Paul M. Matthews, Wenjia Bai
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images. SASHIMI@MICCAI (2022)
Arinbjörn Kolbeinsson, Jean Kossaifi, Yannis Panagakis, Adrian Bulat, Animashree Anandkumar, Ioanna Tzoulaki, Paul M. Matthews
Tensor Dropout for Robust Learning. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. MICCAI (2) (2019)
Arinbjörn Kolbeinsson, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar, Ioanna Tzoulaki, Paul M. Matthews
Stochastically Rank-Regularized Tensor Regression Networks. CoRR (2019)
Robert Robinson, Vanya V. Valindria, Wenjia Bai, Ozan Oktay, Bernhard Kainz, Hideaki Suzuki, Mihir M. Sanghvi, Nay Aung, José Miguel Paiva, Filip Zemrak, Kenneth Fung, Elena Lukaschuk, Aaron M. Lee, Valentina Carapella, Young Jin Kim, Stefan K. Piechnik, Stefan Neubauer, Steffen E. Petersen, Chris Page, Paul M. Matthews, Daniel Rueckert, Ben Glocker
Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study. CoRR (2019)
Wenjia Bai, Chen Chen, Giacomo Tarroni, Jinming Duan, Florian Guitton, Steffen E. Petersen, Yike Guo, Paul M. Matthews, Daniel Rueckert
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction. CoRR (2019)
Giacomo Tarroni, Ozan Oktay, Wenjia Bai, Andreas Schuh, Hideaki Suzuki, Jonathan Passerat-Palmbach, Antonio de Marvao, Declan P. O'Regan, Stuart A. Cook, Ben Glocker, Paul M. Matthews, Daniel Rueckert
Learning-Based Quality Control for Cardiac MR Images. IEEE Trans. Medical Imaging 38 (5) (2019)
Fidel Alfaro-Almagro, Mark Jenkinson, Neal K. Bangerter, Jesper L. R. Andersson, Ludovica Griffanti, Gwenaëlle Douaud, Stamatios N. Sotiropoulos, Saâd Jbabdi, Moisés Hernández-Fernández, Emmanuel Vallée, Diego Vidaurre, Matthew A. Webster, Paul McCarthy, Christopher Rorden, Alessandro Daducci, Daniel C. Alexander, Hui Zhang, Iulius Dragonu, Paul M. Matthews, Karla L. Miller, Stephen M. Smith
Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank. NeuroImage 166 (2018)
Wenjia Bai, Hideaki Suzuki, Chen Qin, Giacomo Tarroni, Ozan Oktay, Paul M. Matthews, Daniel Rueckert
Recurrent neural networks for aortic image sequence segmentation with sparse annotations. CoRR (2018)
Martin Rajchl, Nick Pawlowski, Daniel Rueckert, Paul M. Matthews, Ben Glocker
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines. CoRR (2018)
Giacomo Tarroni, Ozan Oktay, Wenjia Bai, Andreas Schuh, Hideaki Suzuki, Jonathan Passerat-Palmbach, Ben Glocker, Paul M. Matthews, Daniel Rueckert
Learning-Based Quality Control for Cardiac MR Images. CoRR (2018)
Wenjia Bai, Hideaki Suzuki, Chen Qin, Giacomo Tarroni, Ozan Oktay, Paul M. Matthews, Daniel Rueckert
Recurrent Neural Networks for Aortic Image Sequence Segmentation with Sparse Annotations. MICCAI (4) (2018)
Wenjia Bai, Ozan Oktay, Matthew Sinclair, Hideaki Suzuki, Martin Rajchl, Giacomo Tarroni, Ben Glocker, Andrew P. King, Paul M. Matthews, Daniel Rueckert
Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation. MICCAI (2) (2017)
Lei Nie, Xian Yang, Paul M. Matthews, Zhi-Wei Xu, Yi-Ke Guo
Inferring functional connectivity in fMRI using minimum partial correlation. Int. J. Autom. Comput. 14 (4) (2017)
Robert Robinson, Vanya V. Valindria, Wenjia Bai, Hideaki Suzuki, Paul M. Matthews, Chris Page, Daniel Rueckert, Ben Glocker
Automatic Quality Control of Cardiac MRI Segmentation in Large-Scale Population Imaging. MICCAI (1) (2017)
Sijin He, May Yong, Paul M. Matthews, Yike Guo
tranSMART-XNAT Connector tranSMART-XNAT connector - image selection based on clinical phenotypes and genetic profiles. Bioinform. 33 (5) (2017)
Wenjia Bai, Matthew Sinclair, Giacomo Tarroni, Ozan Oktay, Martin Rajchl, Ghislain Vaillant, Aaron M. Lee, Nay Aung, Elena Lukaschuk, Mihir M. Sanghvi, Filip Zemrak, Kenneth Fung, José Miguel Paiva, Valentina Carapella, Young Jin Kim, Hideaki Suzuki, Bernhard Kainz, Paul M. Matthews, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Ben Glocker, Daniel Rueckert
Human-level CMR image analysis with deep fully convolutional networks. CoRR (2017)
Susan D. Shenkin, Cyril R. Pernet, Thomas E. Nichols, Jean-Baptiste Poline, Paul M. Matthews, Aad van der Lugt, Clare E. Mackay, Linda J. Lanyon, Bernard Mazoyer, James P. Boardman, Paul M. Thompson, Nick C. Fox, Daniel S. Marcus, Aziz Sheikh, Simon R. Cox, Devasuda Anblagan, Dominic Job, David Alexander Dickie, David Rodriguez, Joanna M. Wardlaw
Improving data availability for brain image biobanking in healthy subjects: Practice-based suggestions from an international multidisciplinary working group. NeuroImage 153 (2017)
Hao Dong, Paul M. Matthews, Yike Guo
A new soft material based in-the-ear EEG recording technique. EMBC (2016)
Lei Nie, Paul M. Matthews, Yike Guo
Inferring Individual-Level Variations in the Functional Parcellation of the Cerebral Cortex. IEEE Trans. Biomed. Eng. 63 (12) (2016)
Orestis Tsinalis, Paul M. Matthews, Yike Guo, Stefanos Zafeiriou
Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks. CoRR (2016)
Hao Dong, Akara Supratak, Wei Pan, Chao Wu, Paul M. Matthews, Yike Guo
Mixed Neural Network Approach for Temporal Sleep Stage Classification. CoRR (2016)
Lei Nie, Xian Yang, Paul M. Matthews, Zhiwei Xu, Yike Guo
Minimum Partial Correlation: An Accurate and Parameter-Free Measure of Functional Connectivity in fMRI. BIH (2015)
Xian Yang, Lei Nie, Paul M. Matthews, Valentina Tomassini, Zhiwei Xu, Yike Guo
The critical regularization value: Incorporating spatial smoothness to enhance signal detection in highly noisy fMRI data. NER (2015)
Mojtaba Zarei, Christian F. Beckmann, Maja A. A. Binnewijzend, Menno M. Schoonheim, Mohammad Ali Oghabian, Ernesto Sanz-Arigita, Philip Scheltens, Paul M. Matthews, Frederik Barkhof
Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease. NeuroImage 66 (2013)
Mojtaba Zarei, Christian F. Beckmann, Maja A. A. Binnewijzend, Menno M. Schoonheim, Mohammad Ali Oghabian, Ernesto Sanz-Arigita, Philip Scheltens, Paul M. Matthews, Frederik Barkhof
Corrigendum to "Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease" [Neuroimage 66 (2013) 28-35]. NeuroImage 83 (2013)
Nicola Filippini, L. D. Nickerson, Christian F. Beckmann, Klaus P. Ebmeier, Giovanni B. Frisoni, Paul M. Matthews, Steve M. Smith, Clare E. Mackay
Age-related adaptations of brain function during a memory task are also present at rest. NeuroImage 59 (4) (2012)
Gwenaëlle Douaud, Saâd Jbabdi, Timothy Edward John Behrens, Ricarda A. Menke, Achim Gass, Andreas U. Monsch, Anil Rao, Brandon J. Whitcher, Gordon L. Kindlmann, Paul M. Matthews, Stephen M. Smith
DTI measures in crossing-fibre areas: Increased diffusion anisotropy reveals early white matter alteration in MCI and mild Alzheimer's disease. NeuroImage 55 (3) (2011)
Nicola Filippini, Klaus P. Ebmeier, Bradley J. MacIntosh, Aaron J. Trachtenberg, Giovanni B. Frisoni, G. K. Wilcock, Christian F. Beckmann, Steve M. Smith, Paul M. Matthews, Clare E. Mackay
Differential effects of the APOE genotype on brain function across the lifespan. NeuroImage 54 (1) (2011)
Jonathan J. Crofts, Desmond J. Higham, Rose Bosnell, Saâd Jbabdi, Paul M. Matthews, T. E. J. Behrens, Heidi Johansen-Berg
Network analysis detects changes in the contralesional hemisphere following stroke. NeuroImage 54 (1) (2011)
David M. Cole, Christian F. Beckmann, Christopher J. Long, Paul M. Matthews, Michael J. Durcan, John D. Beaver
Nicotine replacement in abstinent smokers improves cognitive withdrawal symptoms with modulation of resting brain network dynamics. NeuroImage 52 (2) (2010)
David R. Owen, Eugenii A. Rabiner, Roger N. Gunn, Paul M. Matthews, Christine A. Parker
PBR28, PBR06 and PBR111 bind two distinct TSPO sites in human brain tissue. NeuroImage 52 (Supplement-1) (2010)
Mojtaba Zarei, Brian Patenaude, Jessica Damoiseaux, Ciro Morgese, Steve M. Smith, Paul M. Matthews, Frederik Barkhof, Serge A. R. B. Rombouts, Ernesto Sanz-Arigita, Mark Jenkinson
Corrigendum to "Combining shape and connectivity analysis: An MRI study of thalamic degeneration in Alzheimer's disease" [NeuroImage 49 (2010) 1-8]. NeuroImage 51 (2) (2010)
Ricarda A. Menke, Saâd Jbabdi, Karla L. Miller, Paul M. Matthews, Mojtaba Zarei
Connectivity-based segmentation of the substantia nigra in human and its implications in Parkinson's disease. NeuroImage 52 (4) (2010)
Antonio Giorgio, Kate E. Watkins, M. Chadwick, S. James, Louise Winmill, Gwenaëlle Douaud, Nicola De Stefano, Paul M. Matthews, Steve M. Smith, Heidi Johansen-Berg, A. C. James
Longitudinal changes in grey and white matter during adolescence. NeuroImage 49 (1) (2010)
Mojtaba Zarei, Brian Patenaude, Jessica Damoiseaux, Ciro Morgese, Steve M. Smith, Paul M. Matthews, Frederik Barkhof, Serge A. R. B. Rombouts, Ernesto Sanz-Arigita, Mark Jenkinson
Combining shape and connectivity analysis: An MRI study of thalamic degeneration in Alzheimer's disease. NeuroImage 49 (1) (2010)
John D. Beaver, Edward T. Bullmore, Graham E. Searle, Christopher J. Long, Samuel P. Hill, Jonathan Howard, Pradeep J. Nathan, Paul M. Matthews, Roger N. Gunn, Eugenii A. Rabiner
Differentiation of the Mu-opioid ligand GSK1521498 from naltrexone using [11C]carfentanil PET and fMRI. NeuroImage 52 (Supplement-1) (2010)
Becky Inkster, Thomas E. Nichols, Philipp G. Saemann, Dorothee P. Auer, Florian Holsboer, Pierandrea Muglia, Paul M. Matthews
Pathway-based approaches to imaging genetics association studies: Wnt signaling, GSK3beta substrates and major depression. NeuroImage 53 (3) (2010)
H. L. Sloan, V. C. Austin, A. M. Blamire, Jan W. H. Schnupp, Andrew S. Lowe, K. A. Allers, Paul M. Matthews, Nicola R. Sibson
Regional differences in neurovascular coupling in rat brain as determined by fMRI and electrophysiology. NeuroImage 53 (2) (2010)
Ricarda A. Menke, Jan Scholz, Karla L. Miller, Sean C. L. Deoni, Saâd Jbabdi, Paul M. Matthews, Mojtaba Zarei
MRI characteristics of the substantia nigra in Parkinson's disease: A combined quantitative T1 and DTI study. NeuroImage 47 (2) (2009)
Laura Mancini, Olga Ciccarelli, F. Manfredonia, John S. Thornton, Federica Agosta, Frederik Barkhof, Christian F. Beckmann, Nicola De Stefano, Christian Enzinger, Franz Fazekas, Massimo Filippi, Achim Gass, Jochen G. Hirsch, Heidi Johansen-Berg, Ludwig Kappos, T. Korteweg, S. C. Manson, S. Marino, Paul M. Matthews, Xavier Montalban, Jackie Palace, Chris Polman, Maria Assunta Rocca, Stefan Ropele, Alex Rovira, C. Wegner, Karl J. Friston, Alan J. Thompson, Tarek A. Yousry
Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis. NeuroImage 45 (2) (2009)
Kerstin Bendfeldt, Pascal Kuster, Stefan Traud, Hanspeter Egger, Sebastian Winklhofer, Nicole Mueller-Lenke, Yvonne Naegelin, Achim Gass, Ludwig Kappos, Paul M. Matthews, Thomas E. Nichols, Ernst-Wilhelm Radue, Stefan J. Borgwardt
Association of regional gray matter volume loss and progression of white matter lesions in multiple sclerosis - A longitudinal voxel-based morphometry study. NeuroImage 45 (1) (2009)
Nicola Filippini, Anil Rao, Sally Wetten, Rachel A. Gibson, Michael Borrie, Danilo Guzman, Andrew Kertesz, Inge Loy-English, Julie Williams, Thomas E. Nichols, Brandon J. Whitcher, Paul M. Matthews
Anatomically-distinct genetic associations of APOE ɛ4 allele load with regional cortical atrophy in Alzheimer's disease. NeuroImage 44 (3) (2009)
Christopher J. Long, David M. Cole, Michael J. Durcan, Paul M. Matthews, John D. Beaver
Dynamic Imaging of Cognitive Impairment in Nicotine-Deprived Subjects Using Simultaneous EEG/fMRI. ISBI (2009)
Antonio Giorgio, Kate E. Watkins, Gwenaëlle Douaud, A. C. James, S. James, Nicola De Stefano, Paul M. Matthews, Steve M. Smith, Heidi Johansen-Berg
Changes in white matter microstructure during adolescence. NeuroImage 39 (1) (2008)
Rose Bosnell, C. Wegner, Zsigmond Tamás Kincses, T. Korteweg, Federica Agosta, Olga Ciccarelli, Nicola De Stefano, Achim Gass, Jochen G. Hirsch, Heidi Johansen-Berg, Ludwig Kappos, Frederik Barkhof, Laura Mancini, F. Manfredonia, S. Marino, David H. Miller, Xavier Montalban, Jackie Palace, Maria Assunta Rocca, Christian Enzinger, Stefan Ropele, Alex Rovira, Stephen M. Smith, Alan J. Thompson, John S. Thornton, Tarek A. Yousry, Brandon J. Whitcher, Massimo Filippi, Paul M. Matthews
Reproducibility of fMRI in the clinical setting: Implications for trial designs. NeuroImage 42 (2) (2008)
Zsigmond Tamás Kincses, Heidi Johansen-Berg, Valentina Tomassini, Rose Bosnell, Paul M. Matthews, Christian F. Beckmann
Model-free characterization of brain functional networks for motor sequence learning using fMRI. NeuroImage 39 (4) (2008)
Natalie L. Voets, Morgan G. Hough, Gwenaëlle Douaud, Paul M. Matthews, Anthony James, Louise Winmill, Paula Webster, Stephen M. Smith
Evidence for abnormalities of cortical development in adolescent-onset schizophrenia. NeuroImage 43 (4) (2008)
Stephen M. Smith, Anil Rao, Nicola De Stefano, Mark Jenkinson, Jonathan M. Schott, Paul M. Matthews, Nick C. Fox
Longitudinal and cross-sectional analysis of atrophy in Alzheimer's disease: Cross-validation of BSI, SIENA and SIENAX. NeuroImage 36 (4) (2007)
S. Cader, Heidi Johansen-Berg, M. Wylezinska, Jackie Palace, Tim E. J. Behrens, Stephen M. Smith, Paul M. Matthews
Discordant white matter N-acetylasparate and diffusion MRI measures suggest that chronic metabolic dysfunction contributes to axonal pathology in multiple sclerosis. NeuroImage 36 (1) (2007)
Marilena De Luca, Christian F. Beckmann, Nicola De Stefano, Paul M. Matthews, Stephen M. Smith
fMRI resting state networks define distinct modes of long-distance interactions in the human brain. NeuroImage 29 (4) (2006)
Stephen M. Smith, Mark Jenkinson, Heidi Johansen-Berg, Daniel Rueckert, Thomas E. Nichols, Clare E. Mackay, Kate E. Watkins, Olga Ciccarelli, M. Zaheer Cader, Paul M. Matthews, Timothy Edward John Behrens
Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data. NeuroImage 31 (4) (2006)
Joseph T. Devlin, E. L. Sillery, Deborah Ann Hall, P. Hobden, Tim E. J. Behrens, Rita Gouveia Nunes, S. Clare, Paul M. Matthews, D. R. Moore, Heidi Johansen-Berg
Reliable identification of the auditory thalamus using multi-modal structural analyses. NeuroImage 30 (4) (2006)
Joseph T. Devlin, Helen L. Jamison, Laura M. Gonnerman, Paul M. Matthews
The Role of the Posterior Fusiform Gyrus in Reading. J. Cogn. Neurosci. 18 (6) (2006)
Riikka Möttönen, Gemma A. Calvert, Iiro P. Jääskeläinen, Paul M. Matthews, Thomas Thesen, Jyrki Tuomainen, Mikko Sams
Perceiving identical sounds as speech or non-speech modulates activity in the left posterior superior temporal sulcus. NeuroImage 30 (2) (2006)
V. C. Austin, A. M. Blamire, K. A. Allers, Trevor Sharp, P. Styles, Paul M. Matthews, Nicola R. Sibson
Confounding effects of anesthesia on functional activation in rodent brain: a study of halothane and α-chloralose anesthesia. NeuroImage 24 (1) (2005)
Gian Domenico Iannetti, Rami K. Niazy, Richard G. Wise, Peter Jezzard, Jonathan C. W. Brooks, L. Zambreanu, W. Vennart, Paul M. Matthews, Irene Tracey
Simultaneous recording of laser-evoked brain potentials and continuous, high-field functional magnetic resonance imaging in humans. NeuroImage 28 (3) (2005)
Teddy Tjandra, Jonathan C. W. Brooks, Patrícia Figueiredo, Richard G. Wise, Paul M. Matthews, Irene Tracey
Quantitative assessment of the reproducibility of functional activation measured with BOLD and MR perfusion imaging: Implications for clinical trial design. NeuroImage 27 (2) (2005)
J. T. Chen, Sridar Narayanan, D. Louis Collins, Steve M. Smith, Paul M. Matthews, Douglas L. Arnold
Relating neocortical pathology to disability progression in multiple sclerosis using MRI. NeuroImage 23 (3) (2004)
C. Sahyoun, A. Floyer-Lea, Heidi Johansen-Berg, Paul M. Matthews
Towards an understanding of gait control: brain activation during the anticipation, preparation and execution of foot movements. NeuroImage 21 (2) (2004)
John E. Adcock, Richard G. Wise, J. M. Oxbury, S. M. Oxbury, Paul M. Matthews
Quantitative fMRI assessment of the differences in lateralization of language-related brain activation in patients with temporal lobe epilepsy. NeuroImage 18 (2) (2003)
Stephen M. Smith, Yongyue Zhang, Mark Jenkinson, Jacqueline Chen, Paul M. Matthews, Antonio Federico, Nicola De Stefano
Accurate, Robust, and Automated Longitudinal and Cross-Sectional Brain Change Analysis. NeuroImage 17 (1) (2002)
Shimin Fu, Yiping Chen, Stephen M. Smith, Susan Iversen, Paul M. Matthews
Effects of Word Form on Brain Processing of Written Chinese. NeuroImage 17 (3) (2002)