Perinatal, Preterm and Paediatric Image Analysis - 9th International Workshop, PIPPI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings (Springer, 2025)

Multi-source multi-modal markers for Bayesian Networks: Application to the extremely preterm born brain. - Irzan, Hassna; Hütel, Michael; O'Reilly, Helen; Ourselin, Sébastien; Marlow, Neil; Melbourne, Andrew (Medical Image Anal., 2024)

A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation. - Fidon, Lucas; Aertsen, Michael; Kofler, Florian; Bink, Andrea; David, Anna L.; Deprest, Thomas; Emam, Doaa; Guffens, Frédéric; Jakab, András; Kasprian, Gregor; Kienast, Patric; Melbourne, Andrew; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Visualization and Quantification of Placental Vasculature Using MRI. - Chappell, Joanna; Sokolska, Magdalena J.; Aughwane, Rosalind; Clark, Alys R.; Ourselin, Sébastien; David, Anna L.; Melbourne, Andrew (2023)

Perinatal, Preterm and Paediatric Image Analysis - 8th International Workshop, PIPPI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings (Springer, 2023)

Perinatal, Preterm and Paediatric Image Analysis - 7th International Workshop, PIPPI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings (Springer, 2022)

A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation. - Fidon, Lucas; Aertsen, Michael; Kofler, Florian; Bink, Andrea; David, Anna L.; Deprest, Thomas; Emam, Doaa; Guffens, Frédéric; Jakab, András; Kasprian, Gregor; Kienast, Patric; Melbourne, Andrew; et al. (CoRR, 2022)

PIPPI2021: An Approach to Automated Diagnosis and Texture Analysis of the Fetal Liver & Placenta in Fetal Growth Restriction. - Zeidan, Aya Mutaz; Gilliland, Paula Ramirez; Patel, Ashay; Ou, Zhanchong; Flouri, Dimitra; Mufti, Nada; Maksym, Kasia; Aughwane, Rosalind; Ourselin, Sébastien; David, Anna L.; Melbourne, Andrew (CoRR, 2022)

Neuropsychiatric disease classification using functional connectomics - results of the connectomics in neuroimaging transfer learning challenge. - Schirmer, Markus D.; Venkataraman, Archana; Rekik, Islem; Kim, Minjeong; Mostofsky, Stewart H.; Nebel, Mary Beth; Rosch, Keri; Seymour, Karen; Crocetti, Deana; Irzan, Hassna; Hütel, Michael; Ourselin, Sébastien; et al. (Medical Image Anal., 2021)

Hemodynamic matrix factorization for functional magnetic resonance imaging. - Hütel, Michael; Antonelli, Michela; Melbourne, Andrew; Ourselin, Sébastien (NeuroImage, 2021)

White matter analysis of the extremely preterm born adult brain. - Irzan, Hassna; Molteni, Erika; Hütel, Michael; Ourselin, Sébastien; Marlow, Neil; Melbourne, Andrew (NeuroImage, 2021)

Myelination of Preterm Brain Networks at Adolescence. - Laureano, Beatriz; Irzan, Hassna; Ourselin, Sébastien; Marlow, Neil; Melbourne, Andrew (2021)

Texture-Based Analysis of Fetal Organs in Fetal Growth Restriction. - Zeidan, Aya Mutaz; Gilliland, Paula Ramirez; Patel, Ashay; Ou, Zhanchong; Flouri, Dimitra; Mufti, Nada; Maksym, Kasia; Aughwane, Rosalind; Ourselin, Sébastien; David, Anna L.; Melbourne, Andrew (2021)

Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI. - Fidon, Lucas; Aertsen, Michael; Mufti, Nada; Deprest, Thomas; Emam, Doaa; Guffens, Frédéric; Schwartz, Ernst; Ebner, Michael; Prayer, Daniela; Kasprian, Gregor; David, Anna L.; Melbourne, Andrew; et al. (2021)

Label-Set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation. - Fidon, Lucas; Aertsen, Michael; Emam, Doaa; Mufti, Nada; Guffens, Frédéric; Deprest, Thomas; Demaerel, Philippe; David, Anna L.; Melbourne, Andrew; Ourselin, Sébastien; Deprest, Jan; Vercauteren, Tom (2021)

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings (Springer, 2021)

Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation. - Fidon, Lucas; Aertsen, Michael; Emam, Doaa; Mufti, Nada; Guffens, Frédéric; Deprest, Thomas; Demaerel, Philippe; David, Anna L.; Melbourne, Andrew; Ourselin, Sébastien; Deprest, Jan; Vercauteren, Tom (CoRR, 2021)

Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI. - Fidon, Lucas; Aertsen, Michael; Mufti, Nada; Deprest, Thomas; Emam, Doaa; Guffens, Frédéric; Schwartz, Ernst; Ebner, Michael; Prayer, Daniela; Kasprian, Gregor; David, Anna L.; Melbourne, Andrew; et al. (CoRR, 2021)

An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI. - Ebner, Michael; Wang, Guotai; Li, Wenqi; Aertsen, Michael; Patel, Premal A.; Aughwane, Rosalind; Melbourne, Andrew; Doel, Tom; Dymarkowski, Steven; Coppi, Paolo De; David, Anna L.; Deprest, Jan; et al. (NeuroImage, 2020)

Min-Cut Max-Flow for Network Abnormality Detection: Application to Preterm Birth. - Irzan, Hassna; Fidon, Lucas; Vercauteren, Tom; Ourselin, Sébastien; Marlow, Neil; Melbourne, Andrew (2020)

Brain Volume and Neuropsychological Differences in Extremely Preterm Adolescents. - Irzan, Hassna; O'Reilly, Helen; Ourselin, Sébastien; Marlow, Neil; Melbourne, Andrew (2020)

Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis - First International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings (Springer, 2020)

Neuropsychiatric Disease Classification Using Functional Connectomics - Results of the Connectomics in NeuroImaging Transfer Learning Challenge. - Schirmer, Markus D.; Venkataraman, Archana; Rekik, Islem; Kim, Minjeong; Mostofsky, Stewart; Nebel, Mary Beth; Rosch, Keri; Seymour, Karen; Crocetti, Deana; Irzan, Hassna; Hütel, Michael; Ourselin, Sébastien; et al. (CoRR, 2020)

A Framework For Memory Performance Prediction From Brain Volume In Preterm-Born Adolescents. - Irzan, Hassna; O'Reilly, Helen; Ourselin, Sébastien; Marlow, Neil; Melbourne, Andrew (2019)

Quantifying the Intra-Operative Hemodynamic Effects of Glue Embolization in Vein of Galen Malformations. - Patel, Premal A.; Flouri, Dimitra; Rennie, Adam; Robertson, Fergus; Davies, Lauren; Ganesan, Vijeya; Bhate, Sanjay; Coppi, Paolo De; Vercauteren, Tom; Melbourne, Andrew (2019)

Hemodynamic Matrix Factorization for Functional Magnetic Resonance Imaging. - Hütel, Michael; Antonelli, Michela; Ekanayake, Jinendra; Ourselin, Sébastien; Melbourne, Andrew (2019)

Improved Placental Parameter Estimation Using Data-Driven Bayesian Modelling. - Flouri, Dimitra; Owen, David; Aughwane, Rosalind; Mufti, Nada; Sokolska, Magdalena J.; Atkinson, David; Kendall, Giles S.; Bainbridge, Alan; Vercauteren, Tom; David, Anna L.; Ourselin, Sébastien; Melbourne, Andrew (2019)

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 (Springer, 2019)

A magnetic resonance multi-atlas for the neonatal rabbit brain. - Ferraris, Sebastiano; Merwe, Johannes L. van der; Veeken, Lennart Van Der; Prados, Ferran; Iglesias, Juan Eugenio; Melbourne, Andrew; Lorenzi, Marco; Modat, Marc; Gsell, Willy; Deprest, Jan; Vercauteren, Tom (NeuroImage, 2018)

Deep Convolutional Filtering for Spatio-Temporal Denoising and Artifact Removal in Arterial Spin Labelling MRI. - Owen, David; Melbourne, Andrew; Eaton-Rosen, Zach; Thomas, David L.; Marlow, Neil; Rohrer, Jonathan D.; Ourselin, Sébastien (2018)

Short Acquisition Time PET/MR Pharmacokinetic Modelling Using CNNs. - Scott, Catherine J.; Jiao, Jieqing; Cardoso, M. Jorge; Kläser, Kerstin; Melbourne, Andrew; Markiewicz, Pawel J.; Schott, Jonathan M.; Hutton, Brian F.; Ourselin, Sébastien (2018)

Neural Activation Estimation in Brain Networks During Task and Rest Using BOLD-fMRI. - Hütel, Michael; Melbourne, Andrew; Ourselin, Sébastien (2018)

Cardiac Cycle Estimation for BOLD-fMRI. - Hütel, Michael; Melbourne, Andrew; Thomas, David L.; Ourselin, Sébastien (2018)

An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI. - Ebner, Michael; Wang, Guotai; Li, Wenqi; Aertsen, Michael; Patel, Premal A.; Aughwane, Rosalind; Melbourne, Andrew; Doel, Tom; David, Anna L.; Deprest, Jan; Ourselin, Sébastien; Vercauteren, Tom (2018)

MRI Measurement of Placental Perfusion and Fetal Blood Oxygen Saturation in Normal Pregnancy and Placental Insufficiency. - Aughwane, Rosalind; Sokolska, Magdalena J.; Bainbridge, Alan; Atkinson, David; Kendall, Giles S.; Deprest, Jan; Vercauteren, Tom; David, Anna L.; Ourselin, Sébastien; Melbourne, Andrew (2018)

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 (Springer, 2018)

Investigating the maturation of microstructure and radial orientation in the preterm human cortex with diffusion MRI. - Eaton-Rosen, Zach; Scherrer, Benoît; Melbourne, Andrew; Ourselin, Sébastien; Neil, Jeffrey J.; Warfield, Simon K. (NeuroImage, 2017)

Anatomy-Driven Modelling of Spatial Correlation for Regularisation of Arterial Spin Labelling Images. - Owen, David; Melbourne, Andrew; Eaton-Rosen, Zach; Thomas, David; Marlow, Neil; Rohrer, Jonathan D.; Ourselin, Sébastien (2017)

Short Acquisition Time PET Quantification Using MRI-Based Pharmacokinetic Parameter Synthesis. - Scott, Catherine J.; Jiao, Jieqing; Cardoso, M. Jorge; Melbourne, Andrew; Vita, Enrico De; Thomas, David; Burgos, Ninon; Markiewicz, Pawel; Schott, Jonathan M.; Hutton, Brian F.; Ourselin, Sébastien (2017)

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 (Springer, 2017)

NiftyFit: a Software Package for Multi-parametric Model-Fitting of 4D Magnetic Resonance Imaging Data. - Melbourne, Andrew; Toussaint, Nicolas; Owen, David; Simpson, Ivor J. A.; Anthopoulos, Thanasis; Vita, Enrico De; Atkinson, David; Ourselin, Sébastien (Neuroinformatics, 2016)

Longitudinal Analysis of the Preterm Cortex Using Multi-modal Spectral Matching. - Orasanu, Eliza; Bazin, Pierre-Louis; Melbourne, Andrew; Lorenzi, Marco; Lombaert, Hervé; Robertson, Nicola J.; Kendall, Giles S.; Weiskopf, Nikolaus; Marlow, Neil; Ourselin, Sébastien (2016)

ASL-incorporated Pharmacokinetic Modelling of PET Data With Reduced Acquisition Time: Application to Amyloid Imaging. - Scott, Catherine J.; Jiao, Jieqing; Melbourne, Andrew; Schott, Jonathan M.; Hutton, Brian F.; Ourselin, Sébastien (2016)

Optimisation of Arterial Spin Labelling Using Bayesian Experimental Design. - Owen, David; Melbourne, Andrew; Thomas, David; Vita, Enrico De; Rohrer, Jonathan D.; Ourselin, Sébastien (2016)

Beyond the Resolution Limit: Diffusion Parameter Estimation in Partial Volume. - Eaton-Rosen, Zach; Melbourne, Andrew; Cardoso, M. Jorge; Marlow, Neil; Ourselin, Sébastien (2016)

Fitting parametric models of diffusion MRI in regions of partial volume. - Eaton-Rosen, Zach; Cardoso, Manuel Jorge; Melbourne, Andrew; Orasanu, Eliza; Bainbridge, Alan; Kendall, Giles S.; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (2016)

Evaluation of automatic neonatal brain segmentation algorithms: The NeoBrainS12 challenge. - Isgum, Ivana; Benders, Manon J. N. L.; Avants, Brian B.; Cardoso, Manuel Jorge; Counsell, Serena J.; Gomez, Elda Fischi; Gui, Laura; Hüppi, Petra S.; Kersbergen, Karina J.; Makropoulos, Antonios; Melbourne, Andrew; Moeskops, Pim; et al. (Medical Image Anal., 2015)

Longitudinal measurement of the developing grey matter in preterm subjects using multi-modal MRI. - Eaton-Rosen, Zach; Melbourne, Andrew; Orasanu, Eliza; Cardoso, Manuel Jorge; Modat, Marc; Bainbridge, Alan; Kendall, Giles S.; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (NeuroImage, 2015)

Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion. - Cardoso, Manuel Jorge; Modat, Marc; Wolz, Robin; Melbourne, Andrew; Cash, David M.; Rueckert, Daniel; Ourselin, Sébastien (IEEE Trans. Medical Imaging, 2015)

Measuring Cortical Neurite-Dispersion and Perfusion in Preterm-Born Adolescents Using Multi-modal MRI. - Melbourne, Andrew; Eaton-Rosen, Zach; Owen, David; Cardoso, M. Jorge; Beckmann, Joanne; Atkinson, David; Marlow, Neil; Ourselin, Sébastien (2015)

Respiratory motion correction in dynamic MRI using robust data decomposition registration - Application to DCE-MRI. - Hamy, Valentin; Dikaios, Nikolaos; Punwani, Shonit; Melbourne, Andrew; Latifoltojar, Arash; Makanyanga, Jesica; Chouhan, Manil; Helbren, Emma; Menys, Alex; Taylor, Stuart; Atkinson, David (Medical Image Anal., 2014)

Preterm birth affects the developmental synergy between cortical folding and cortical connectivity observed on multimodal MRI. - Melbourne, Andrew; Kendall, Giles S.; Cardoso, Manuel Jorge; Gunney, Roxanna; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (NeuroImage, 2014)

Prefrontal Cortical Folding of the Preterm Brain: A Longitudinal Analysis of Preterm-Born Neonates. - Orasanu, Eliza; Melbourne, Andrew; Lombaert, Herve; Cardoso, Manuel Jorge; Johnsen, Stian Flage; Kendall, Giles S.; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (2014)

Multi-modal Measurement of the Myelin-to-Axon Diameter g-ratio in Preterm-born Neonates and Adult Controls. - Melbourne, Andrew; Eaton-Rosen, Zach; Vita, Enrico De; Bainbridge, Alan; Cardoso, Manuel Jorge; Price, David; Cady, Ernest; Kendall, Giles S.; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (2014)

Longitudinal Measurement of the Developing Thalamus in the Preterm Brain Using Multi-modal MRI. - Eaton-Rosen, Zach; Melbourne, Andrew; Orasanu, Eliza; Modat, Marc; Cardoso, Manuel Jorge; Bainbridge, Alan; Kendall, Giles S.; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (2014)

Multi-modal pharmacokinetic modelling for DCE-MRI: using diffusion weighted imaging to constrain the local arterial input function. - Hamy, Valentin; Modat, Marc; Shipley, Rebecca; Dikaios, Nikolaos; Cleary, Jon O.; Punwani, Shonit; Ourselin, Sébastien; Atkinson, David; Melbourne, Andrew (2014)

AdaPT: An adaptive preterm segmentation algorithm for neonatal brain MRI. - Cardoso, Manuel Jorge; Melbourne, Andrew; Kendall, Giles S.; Modat, Marc; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (NeuroImage, 2013)

Nonrigid image registration with two-sided space-fractional partial differential equations. - Garvey, Clarissa C.; Cahill, Nathan D.; Melbourne, Andrew; Tanner, Christine; Ourselin, Sébastien; Hawkes, David J. (2013)

Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T2 Relaxometry. - Melbourne, Andrew; Eaton-Rosen, Zach; Bainbridge, Alan; Kendall, Giles S.; Cardoso, Manuel Jorge; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (2013)

Radial Structure in the Preterm Cortex; Persistence of the Preterm Phenotype at Term Equivalent Age? - Melbourne, Andrew; Kendall, Giles S.; Cardoso, Manuel Jorge; Gunney, Roxanna; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (2012)

Cortical Folding Analysis on Patients with Alzheimer's Disease and Mild Cognitive Impairment. - Cash, David M.; Melbourne, Andrew; Modat, Marc; Cardoso, Manuel Jorge; Clarkson, Matthew J.; Fox, Nick C.; Ourselin, Sébastien (2012)

Using fractional gradient information in non-rigid image registration: application to breast MRI. - Melbourne, Andrew; Cahill, Nathan D.; Tanner, Christine; Modat, Marc; Hawkes, David J.; Ourselin, Sébastien (2012)

Image registration using an extendable quadratic regulariser. - Melbourne, Andrew; Cahill, Nathan D.; Tanner, Christine; Hawkes, David J. (2011)

Discretisation of 3D deformation fields: Implications for establishing correspondence between 2D X-ray mammographic projections. - Jafar, Y.; Hipwell, John H.; Tanner, Christine; Melbourne, Andrew; Hawkes, David J. (2011)

Adaptive Neonate Brain Segmentation. - Cardoso, Manuel Jorge; Melbourne, Andrew; Kendall, Giles S.; Modat, Marc; Hagmann, Cornelia F.; Robertson, Nicola J.; Marlow, Neil; Ourselin, Sébastien (2011)

Data driven groupwise registration of diffusion weighted images. - Melbourne, Andrew; Hawkes, David J.; Atkinson, David (2010)

The Effect of Motion Correction on Pharmacokinetic Parameter Estimation. - Melbourne, Andrew; Hipwell, John H.; Hawkes, David J. (2010)

Image similarity metrics in image registration. - Melbourne, Andrew; Ridgway, Gerard R.; Hawkes, David J. (2010)

Image Registration Using Uncertainty Coefficients. - Melbourne, Andrew; Hawkes, David J.; Atkinson, David (2009)

Influence of Organ Motion and Contrast Enhancement on Image Registration. - Melbourne, Andrew; Atkinson, David; Hawkes, David J. (2008)