Myriad target tracking in a dusty plasma. - Neil Oxtoby; Jason F. Ralph; Céline Durniak; Dmitry Samsonov (FUSION, 2011)

Beyond Crossing Fibers: Tractography Exploiting Sub-voxel Fibre Dispersion and Neighbourhood Structure. - Matthew C. Rowe; Hui Gary Zhang; Neil Oxtoby; Daniel C. Alexander (IPMI, 2013)

Learning Imaging Biomarker Trajectories from Noisy Alzheimer's Disease Data Using a Bayesian Multilevel Model. - Neil P. Oxtoby; Alexandra L. Young; Nick C. Fox; Pankaj Daga; David M. Cash; Sébastien Ourselin; Jonathan M. Schott; Daniel C. Alexander (BAMBI, 2014)

Multiple Orderings of Events in Disease Progression. - Alexandra L. Young; Neil P. Oxtoby; Jonathan Huang; Razvan V. Marinescu; Pankaj Daga; David M. Cash; Nick C. Fox; Sébastien Ourselin; Jonathan M. Schott; Daniel C. Alexander (IPMI, 2015)

A simulation system for biomarker evolution in neurodegenerative disease. - Alexandra L. Young; Neil P. Oxtoby; Sébastien Ourselin; Jonathan M. Schott; Daniel C. Alexander (Medical Image Anal., 2015)

A Vertex Clustering Model for Disease Progression: Application to Cortical Thickness Images. - Razvan V. Marinescu; Arman Eshaghi; Marco Lorenzi; Alexandra L. Young; Neil P. Oxtoby; Sara Garbarino; Timothy J. Shakespeare; Sebastian J. Crutch; Daniel C. Alexander (IPMI, 2017)

Disease Knowledge Transfer Across Neurodegenerative Diseases. - Razvan V. Marinescu; Marco Lorenzi; Stefano B. Blumberg; Alexandra L. Young; Pere Planell-Morell; Neil P. Oxtoby; Arman Eshaghi; Keir X. Yong; Sebastian J. Crutch; Polina Golland; Daniel C. Alexander (MICCAI (2), 2019)

TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data. - Razvan V. Marinescu; Neil P. Oxtoby; Alexandra L. Young; Esther E. Bron; Arthur W. Toga; Michael W. Weiner; Frederik Barkhof; Nick C. Fox; Polina Golland; Stefan Klein 001; Daniel C. Alexander (PRIME@MICCAI, 2019)

ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Fluid Intelligence Scores from Structural MRI Using Probabilistic Segmentation and Kernel Ridge Regression. - Ágoston Mihalik; Mikael Brudfors; Maria Robu; Fabio S. Ferreira; Hongxiang Lin; Anita Rau; Tong Wu; Stefano B. Blumberg; Baris Kanber; Maira Tariq; Mar Estarellas Garcia; Cemre Zor; et al. (ABCD-NP@MICCAI, 2019)

ABCD Neurocognitive Prediction Challenge 2019: Predicting Individual Residual Fluid Intelligence Scores from Cortical Grey Matter Morphology. - Neil P. Oxtoby; Fabio S. Ferreira; Ágoston Mihalik; Tong Wu; Mikael Brudfors; Hongxiang Lin; Anita Rau; Stefano B. Blumberg; Maria Robu; Cemre Zor; Maira Tariq; Mar Estarellas Garcia; et al. (ABCD-NP@MICCAI, 2019)

Degenerative Adversarial NeuroImage Nets: Generating Images that Mimic Disease Progression. - Daniele Ravì; Daniel C. Alexander; Neil P. Oxtoby (MICCAI (3), 2019)

Disease Knowledge Transfer across Neurodegenerative Diseases. - Razvan V. Marinescu; Marco Lorenzi; Stefano B. Blumberg; Alexandra L. Young; Pere P. Morell; Neil P. Oxtoby; Arman Eshaghi; Keir X. Yong; Sebastian J. Crutch; Daniel C. Alexander (CoRR, 2019)

Degenerative Adversarial NeuroImage Nets for 3D Simulations: Application in Longitudinal MRI. - Daniele Ravì; Stefano B. Blumberg; Daniel C. Alexander; Neil P. Oxtoby (CoRR, 2019)

DIVE: A spatiotemporal progression model of brain pathology in neurodegenerative disorders. - Razvan V. Marinescu; Arman Eshaghi; Marco Lorenzi; Alexandra L. Young; Neil P. Oxtoby; Sara Garbarino; Sebastian J. Crutch; Daniel C. Alexander (NeuroImage, 2019)

Learning To Pay Attention To Mistakes. - Moucheng Xu; Neil Oxtoby; Daniel C. Alexander; Joseph Jacob (BMVC, 2020)

MisMatch: Learning to Change Predictive Confidences with Attention for Consistency-Based, Semi-Supervised Medical Image Segmentation. - Mou-Cheng Xu; Yukun Zhou; Chen Jin; Stefano B. Blumberg; Frederick J. Wilson; Marius de Groot; Neil P. Oxtoby; Daniel C. Alexander; Joseph Jacob (CoRR, 2021)

Inter-Cohort Validation of SuStaIn Model for Alzheimer's Disease. - Damiano Archetti; Alexandra L. Young; Neil P. Oxtoby; Daniel Ferreira 003; Gustav Mårtensson; Eric Westman; Daniel C. Alexander; Giovanni B. Frisoni; Alberto Redolfi (Frontiers Big Data, 2021)

Ordinal SuStaIn: Subtype and Stage Inference for Clinical Scores, Visual Ratings, and Other Ordinal Data. - Alexandra L. Young; Jacob W. Vogel; Leon M. Aksman; Peter A. Wijeratne; Arman Eshaghi; Neil P. Oxtoby; Steven C. R. Williams; Daniel C. Alexander (Frontiers Artif. Intell., 2021)

Opportunities and Barriers for Adoption of a Decision-Support Tool for Alzheimer's Disease. - Maura Bellio; Dominic Furniss; Neil P. Oxtoby; Sara Garbarino; Nicholas C. Firth; Annemie Ribbens; Daniel C. Alexander; Ann Blandford (ACM Trans. Comput. Heal., 2021)

pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm. - Leon M. Aksman; Peter A. Wijeratne; Neil P. Oxtoby; Arman Eshaghi; Cameron Shand; André Altmann; Daniel C. Alexander; Alexandra L. Young (SoftwareX, 2021)

Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-supervised Segmentation. - Mou-Cheng Xu; Yukun Zhou; Chen Jin; Marius de Groot; Daniel C. Alexander; Neil P. Oxtoby; Yipeng Hu; Joseph Jacob (MICCAI (5), 2022)

Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation. - Mou-Cheng Xu; Yukun Zhou; Chen Jin; Stefano B. Blumberg; Frederick J. Wilson; Marius de Groot; Daniel C. Alexander; Neil P. Oxtoby; Joseph Jacob (MIDL, 2022)

Data-Driven Disease Progression Modelling. - Neil P. Oxtoby (CoRR, 2022)

Targeted Screening for Alzheimer's Disease Clinical Trials Using Data-Driven Disease Progression Models. - Neil P. Oxtoby; Cameron Shand; David M. Cash; Daniel C. Alexander; Frederik Barkhof (Frontiers Artif. Intell., 2022)

Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia. - Daniele Ravì; Stefano B. Blumberg; Silvia Ingala; Frederik Barkhof; Daniel C. Alexander; Neil P. Oxtoby (Medical Image Anal., 2022)

Ten years of image analysis and machine learning competitions in dementia. - Esther E. Bron; Stefan Klein 001; Annika Reinke; Janne M. Papma; Lena Maier-Hein; Daniel C. Alexander; Neil P. Oxtoby (NeuroImage, 2022)

A Coupled-Mechanisms Modelling Framework for Neurodegeneration. - Tiantian He 002; Elinor Thompson; Anna Schroder; Neil P. Oxtoby; Ahmed Abdulaal; Frederik Barkhof; Daniel C. Alexander (MICCAI (8), 2023)

Expectation Maximization Pseudo Labelling for Segmentation with Limited Annotations. - Mou-Cheng Xu; Yukun Zhou; Chen Jin; Marius de Groot; Daniel C. Alexander; Neil P. Oxtoby; Yipeng Hu; Joseph Jacob (CoRR, 2023)

Bayesian inference of a new Mallows model for characterising symptom sequences applied in primary progressive aphasia. - Beatrice Taylor; Cameron Shand; Chris J. D. Hardy; Neil Oxtoby (CoRR, 2023)

Transferability of Alzheimer's disease progression subtypes to an independent population cohort. - Hanyi Chen; Alexandra L. Young; Neil P. Oxtoby; Frederik Barkhof; Daniel C. Alexander; André Altmann (NeuroImage, 2023)

MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations With Limited Labels. - Mou-Cheng Xu; Yukun Zhou; Chen Jin; Marius de Groot; Daniel C. Alexander; Neil P. Oxtoby; Joseph Jacob (IEEE Trans. Medical Imaging, 2023)

Harnessing the potential of machine learning and artificial intelligence for dementia research. - Janice M. Ranson; Magda Bucholc; Donald Lyall; Danielle Newby; Laura Winchester; Neil P. Oxtoby; Michele Veldsman; Timothy Rittman; Sarah J. Marzi; Nathan G. Skene; Ahmad Al Khleifat; Isabelle F. Foote; et al. (Brain Informatics, 2023)

Expectation maximisation pseudo labels. - Moucheng Xu; Yukun Zhou; Chen Jin; Marius de Groot; Daniel C. Alexander; Neil P. Oxtoby; Yipeng Hu; Joseph Jacob (Medical Image Anal., 2024)

Parsimonious EBM: Generalising the event-based model of disease progression for simultaneous events. - C. S. Parker; Neil Oxtoby; Alexandra L. Young; Dc Alexander; H. Zhang (NeuroImage, 2025)

A large-scale multi-centre study characterising atrophy heterogeneity in Alzheimer's disease. - Vikram Venkatraghavan; Damiano Archetti; Pierrick Bourgeat; Chenyang Jiang; Mara ten Kate; Anna Catharina van Loenhoud; Rik Ossenkoppele; Charlotte E. Teunissen; Elsmarieke van de Giessen; Yolande A. L. Pijnenburg; Giovanni B. Frisoni; Béla Weiss; et al. (NeuroImage, 2025)