Andrew Melbourne

According to our database, Andrew Melbourne authored at least 59 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation.

Lucas Fidon, Michael Aertsen, Florian Kofler, Andrea Bink, Anna L. David, Thomas Deprest, Doaa Emam, Frédéric Guffens, András Jakab, Gregor Kasprian, Patric Kienast, Andrew Melbourne, Bjoern H. Menze, Nada Mufti, Ivana Pogledic, Daniela Prayer, Marlene Stuempflen, Esther Van Elslander, Sébastien Ourselin, Jan Deprest, Tom Vercauteren

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Multi-source multi-modal markers for Bayesian Networks: Application to the extremely preterm born brain.

Hassna Irzan, Michael Hütel, Helen O'Reilly, Sébastien Ourselin, Neil Marlow, Andrew Melbourne

Medical Image Anal., February, 2024

2023

Visualization and Quantification of Placental Vasculature Using MRI.

Joanna Chappell, Magdalena J. Sokolska, Rosalind Aughwane, Alys R. Clark, Sébastien Ourselin, Anna L. David, Andrew Melbourne

Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2023

2022

PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction.

Aya Mutaz Zeidan, Paula Ramirez Gilliland, Ashay Patel, Zhanchong Ou, Dimitra Flouri, Nada Mufti, Kasia Maksym, Rosalind Aughwane, Sébastien Ourselin, Anna L. David, Andrew Melbourne

CoRR, 2022

2021

White matter analysis of the extremely preterm born adult brain.

Hassna Irzan, Erika Molteni, Michael Hütel, Sébastien Ourselin, Neil Marlow, Andrew Melbourne

NeuroImage, 2021

Hemodynamic matrix factorization for functional magnetic resonance imaging.

Michael Hütel, Michela Antonelli, Andrew Melbourne, Sébastien Ourselin

NeuroImage, 2021

Neuropsychiatric disease classification using functional connectomics - results of the connectomics in neuroimaging transfer learning challenge.

Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Stewart H. Mostofsky, Mary Beth Nebel, Keri Rosch, Karen Seymour, Deana Crocetti, Hassna Irzan, Michael Hütel, Sébastien Ourselin, Neil Marlow, Andrew Melbourne, Egor Levchenko, Shuo Zhou, Mwiza Kunda, Haiping Lu, Nicha C. Dvornek, Juntang Zhuang, Gideon Pinto, Sandip Samal, Jennings Zhang, Jorge L. Bernal-Rusiel, Rudolph Pienaar, Ai Wern Chung

Medical Image Anal., 2021

Texture-Based Analysis of Fetal Organs in Fetal Growth Restriction.

Aya Mutaz Zeidan, Paula Ramirez Gilliland, Ashay Patel, Zhanchong Ou, Dimitra Flouri, Nada Mufti, Kasia Maksym, Rosalind Aughwane, Sébastien Ourselin, Anna L. David, Andrew Melbourne

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Myelination of Preterm Brain Networks at Adolescence.

Beatriz Laureano, Hassna Irzan, Sébastien Ourselin, Neil Marlow, Andrew Melbourne

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI.

Lucas Fidon, Michael Aertsen, Nada Mufti, Thomas Deprest, Doaa Emam, Frédéric Guffens, Ernst Schwartz, Michael Ebner, Daniela Prayer, Gregor Kasprian, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Georg Langs, Tom Vercauteren

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation.

Lucas Fidon, Michael Aertsen, Doaa Emam, Nada Mufti, Frédéric Guffens, Thomas Deprest, Philippe Demaerel, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Tom Vercauteren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI.

Michael Ebner, Guotai Wang, Wenqi Li, Michael Aertsen, Premal A. Patel, Rosalind Aughwane, Andrew Melbourne, Tom Doel, Steven Dymarkowski, Paolo De Coppi, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren

NeuroImage, 2020

Neuropsychiatric Disease Classification Using Functional Connectomics - Results of the Connectomics in NeuroImaging Transfer Learning Challenge.

Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Stewart Mostofsky, Mary Beth Nebel, Keri Rosch, Karen Seymour, Deana Crocetti, Hassna Irzan, Michael Hütel, Sébastien Ourselin, Neil Marlow, Andrew Melbourne, Egor Levchenko, Shuo Zhou, Mwiza Kunda, Haiping Lu, Nicha C. Dvornek, Juntang Zhuang, Gideon Pinto, Sandip Samal, Jorge L. Bernal-Rusiel, Rudolph Pienaar, Ai Wern Chung

CoRR, 2020

Brain Volume and Neuropsychological Differences in Extremely Preterm Adolescents.

Hassna Irzan, Helen O'Reilly, Sébastien Ourselin, Neil Marlow, Andrew Melbourne

Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020

Min-Cut Max-Flow for Network Abnormality Detection: Application to Preterm Birth.

Hassna Irzan, Lucas Fidon, Tom Vercauteren, Sébastien Ourselin, Neil Marlow, Andrew Melbourne

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

2019

Hemodynamic Matrix Factorization for Functional Magnetic Resonance Imaging.

Michael Hütel, Michela Antonelli, Jinendra Ekanayake, Sébastien Ourselin, Andrew Melbourne

Proceedings of the Connectomics in NeuroImaging - Third International Workshop, 2019

Improved Placental Parameter Estimation Using Data-Driven Bayesian Modelling.

Dimitra Flouri, David Owen, Rosalind Aughwane, Nada Mufti, Magdalena J. Sokolska, David Atkinson, Giles S. Kendall, Alan Bainbridge, Tom Vercauteren, Anna L. David, Sébastien Ourselin, Andrew Melbourne

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Quantifying the Intra-Operative Hemodynamic Effects of Glue Embolization in Vein of Galen Malformations.

Premal A. Patel, Dimitra Flouri, Adam Rennie, Fergus Robertson, Lauren Davies, Vijeya Ganesan, Sanjay Bhate, Paolo De Coppi, Tom Vercauteren, Andrew Melbourne

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

A Framework For Memory Performance Prediction From Brain Volume In Preterm-Born Adolescents.

Hassna Irzan, Helen O'Reilly, Sébastien Ourselin, Neil Marlow, Andrew Melbourne

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

A magnetic resonance multi-atlas for the neonatal rabbit brain.

Sebastiano Ferraris, Johannes L. van der Merwe, Lennart Van Der Veeken, Ferran Prados, Juan Eugenio Iglesias, Andrew Melbourne, Marco Lorenzi, Marc Modat, Willy Gsell, Jan Deprest, Tom Vercauteren

NeuroImage, 2018

Short Acquisition Time PET/MR Pharmacokinetic Modelling Using CNNs.

Catherine J. Scott, Jieqing Jiao, M. Jorge Cardoso, Kerstin Kläser, Andrew Melbourne, Pawel J. Markiewicz, Jonathan M. Schott, Brian F. Hutton, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Cardiac Cycle Estimation for BOLD-fMRI.

Michael Hütel, Andrew Melbourne, David L. Thomas, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Neural Activation Estimation in Brain Networks During Task and Rest Using BOLD-fMRI.

Michael Hütel, Andrew Melbourne, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI.

Michael Ebner, Guotai Wang, Wenqi Li, Michael Aertsen, Premal A. Patel, Rosalind Aughwane, Andrew Melbourne, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

MRI Measurement of Placental Perfusion and Fetal Blood Oxygen Saturation in Normal Pregnancy and Placental Insufficiency.

Rosalind Aughwane, Magdalena J. Sokolska, Alan Bainbridge, David Atkinson, Giles S. Kendall, Jan Deprest, Tom Vercauteren, Anna L. David, Sébastien Ourselin, Andrew Melbourne

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep Convolutional Filtering for Spatio-Temporal Denoising and Artifact Removal in Arterial Spin Labelling MRI.

David Owen, Andrew Melbourne, Zach Eaton-Rosen, David L. Thomas, Neil Marlow, Jonathan D. Rohrer, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Investigating the maturation of microstructure and radial orientation in the preterm human cortex with diffusion MRI.

Zach Eaton-Rosen, Benoît Scherrer, Andrew Melbourne, Sébastien Ourselin, Jeffrey J. Neil, Simon K. Warfield

NeuroImage, 2017

Short Acquisition Time PET Quantification Using MRI-Based Pharmacokinetic Parameter Synthesis.

Catherine J. Scott, Jieqing Jiao, M. Jorge Cardoso, Andrew Melbourne, Enrico De Vita, David Thomas, Ninon Burgos, Pawel Markiewicz, Jonathan M. Schott, Brian F. Hutton, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Anatomy-Driven Modelling of Spatial Correlation for Regularisation of Arterial Spin Labelling Images.

David Owen, Andrew Melbourne, Zach Eaton-Rosen, David Thomas, Neil Marlow, Jonathan D. Rohrer, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

NiftyFit: a Software Package for Multi-parametric Model-Fitting of 4D Magnetic Resonance Imaging Data.

Andrew Melbourne, Nicolas Toussaint, David Owen, Ivor J. A. Simpson, Thanasis Anthopoulos, Enrico De Vita, David Atkinson, Sébastien Ourselin

Neuroinformatics, 2016

Fitting parametric models of diffusion MRI in regions of partial volume.

Zach Eaton-Rosen, Manuel Jorge Cardoso, Andrew Melbourne, Eliza Orasanu, Alan Bainbridge, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Imaging 2016: Image Processing, 2016

ASL-incorporated Pharmacokinetic Modelling of PET Data With Reduced Acquisition Time: Application to Amyloid Imaging.

Catherine J. Scott, Jieqing Jiao, Andrew Melbourne, Jonathan M. Schott, Brian F. Hutton, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Optimisation of Arterial Spin Labelling Using Bayesian Experimental Design.

David Owen, Andrew Melbourne, David Thomas, Enrico De Vita, Jonathan D. Rohrer, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching.

Eliza Orasanu, Pierre-Louis Bazin, Andrew Melbourne, Marco Lorenzi, Hervé Lombaert, Nicola J. Robertson, Giles S. Kendall, Nikolaus Weiskopf, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Beyond the Resolution Limit: Diffusion Parameter Estimation in Partial Volume.

Zach Eaton-Rosen, Andrew Melbourne, M. Jorge Cardoso, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion.

Manuel Jorge Cardoso, Marc Modat, Robin Wolz, Andrew Melbourne, David M. Cash, Daniel Rueckert, Sébastien Ourselin

IEEE Trans. Medical Imaging, 2015

Longitudinal measurement of the developing grey matter in preterm subjects using multi-modal MRI.

Zach Eaton-Rosen, Andrew Melbourne, Eliza Orasanu, Manuel Jorge Cardoso, Marc Modat, Alan Bainbridge, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

NeuroImage, 2015

Evaluation of automatic neonatal brain segmentation algorithms: The NeoBrainS12 challenge.

Ivana Isgum, Manon J. N. L. Benders, Brian B. Avants, Manuel Jorge Cardoso, Serena J. Counsell, Elda Fischi Gomez, Laura Gui, Petra S. Hüppi, Karina J. Kersbergen, Antonios Makropoulos, Andrew Melbourne, Pim Moeskops, Christian P. Mol, Maria Kuklisova-Murgasova, Daniel Rueckert, Julia A. Schnabel, Vedran Srhoj-Egekher, Jue Wu, Siying Wang, Linda S. de Vries, Max A. Viergever

Medical Image Anal., 2015

Measuring Cortical Neurite-Dispersion and Perfusion in Preterm-Born Adolescents Using Multi-modal MRI.

Andrew Melbourne, Zach Eaton-Rosen, David Owen, M. Jorge Cardoso, Joanne Beckmann, David Atkinson, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014

Preterm birth affects the developmental synergy between cortical folding and cortical connectivity observed on multimodal MRI.

Andrew Melbourne, Giles S. Kendall, Manuel Jorge Cardoso, Roxanna Gunney, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

NeuroImage, 2014

Respiratory motion correction in dynamic MRI using robust data decomposition registration - Application to DCE-MRI.

Valentin Hamy, Nikolaos Dikaios, Shonit Punwani, Andrew Melbourne, Arash Latifoltojar, Jesica Makanyanga, Manil Chouhan, Emma Helbren, Alex Menys, Stuart Taylor, David Atkinson

Medical Image Anal., 2014

Multi-modal pharmacokinetic modelling for DCE-MRI: using diffusion weighted imaging to constrain the local arterial input function.

Valentin Hamy, Marc Modat, Rebecca Shipley, Nikolaos Dikaios, Jon O. Cleary, Shonit Punwani, Sébastien Ourselin, David Atkinson, Andrew Melbourne

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates.

Eliza Orasanu, Andrew Melbourne, Herve Lombaert, Manuel Jorge Cardoso, Stian Flage Johnsen, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014

Multi-modal Measurement of the Myelin-to-Axon Diameter g-ratio in Preterm-born Neonates and Adult Controls.

Andrew Melbourne, Zach Eaton-Rosen, Enrico De Vita, Alan Bainbridge, Manuel Jorge Cardoso, David Price, Ernest Cady, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Longitudinal Measurement of the Developing Thalamus in the Preterm Brain Using Multi-modal MRI.

Zach Eaton-Rosen, Andrew Melbourne, Eliza Orasanu, Marc Modat, Manuel Jorge Cardoso, Alan Bainbridge, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

AdaPT: An adaptive preterm segmentation algorithm for neonatal brain MRI.

Manuel Jorge Cardoso, Andrew Melbourne, Giles S. Kendall, Marc Modat, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

NeuroImage, 2013

Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T2 Relaxometry.

Andrew Melbourne, Zach Eaton-Rosen, Alan Bainbridge, Giles S. Kendall, Manuel Jorge Cardoso, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Nonrigid image registration with two-sided space-fractional partial differential equations.

Clarissa C. Garvey, Nathan D. Cahill, Andrew Melbourne, Christine Tanner, Sébastien Ourselin, David J. Hawkes

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Using fractional gradient information in non-rigid image registration: application to breast MRI.

Andrew Melbourne, Nathan D. Cahill, Christine Tanner, Marc Modat, David J. Hawkes, Sébastien Ourselin

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Radial Structure in the Preterm Cortex; Persistence of the Preterm Phenotype at Term Equivalent Age?

Andrew Melbourne, Giles S. Kendall, Manuel Jorge Cardoso, Roxanna Gunney, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Cortical Folding Analysis on Patients with Alzheimer's Disease and Mild Cognitive Impairment.

David M. Cash, Andrew Melbourne, Marc Modat, Manuel Jorge Cardoso, Matthew J. Clarkson, Nick C. Fox, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011

Adaptive Neonate Brain Segmentation.

Manuel Jorge Cardoso, Andrew Melbourne, Giles S. Kendall, Marc Modat, Cornelia F. Hagmann, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Image registration using an extendable quadratic regulariser.

Andrew Melbourne, Nathan D. Cahill, Christine Tanner, David J. Hawkes

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Discretisation of 3D deformation fields: Implications for establishing correspondence between 2D X-ray mammographic projections.

Y. Jafar, John H. Hipwell, Christine Tanner, Andrew Melbourne, David J. Hawkes

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010

Image similarity metrics in image registration.

Andrew Melbourne, Gerard R. Ridgway, David J. Hawkes

Proceedings of the Medical Imaging 2010: Image Processing, 2010

The Effect of Motion Correction on Pharmacokinetic Parameter Estimation.

Andrew Melbourne, John H. Hipwell, David J. Hawkes

Proceedings of the Digital Mammography, 2010

Data driven groupwise registration of diffusion weighted images.

Andrew Melbourne, David J. Hawkes, David Atkinson

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

Image Registration Using Uncertainty Coefficients.

Andrew Melbourne, David J. Hawkes, David Atkinson

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008

Influence of Organ Motion and Contrast Enhancement on Image Registration.

Andrew Melbourne, David Atkinson, David J. Hawkes

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008