An Automatic Gait Analysis Pipeline for Wearable Sensors: A Pilot Study in Parkinson's Disease - Luis R. Peraza; Kirsi M. Kinnunen; Roisin McNaney; Ian Craddock; Alan L. Whone; Catherine Morgan; Richard Joules; Robin Wolz (Sensors, 2021)

Device agnostic sleep-wake segment classification from wrist-worn accelerometry - Luis R. Peraza; Richard Joules; Yves Dauvilliers; Robin Wolz (8th IEEE International Conference on Healthcare Informatics, ICHI 2020, Oldenburg, Germany, November 30 - December 3, 2020, 2020)

Transfer Learning for Brain Segmentation: Pre-task Selection and Data Limitations - Jack Weatheritt; Daniel Rueckert; Robin Wolz (Medical Image Understanding and Analysis - 24th Annual Conference, MIUA 2020, Oxford, UK, July 15-17, 2020, Proceedings, 2020)

A novel bone suppression method that improves lung nodule detection - Jens von Berg; Stewart Young; Heike Carolus; Robin Wolz; Axel Saalbach; Alberto Hidalgo; Ana Giménez; Tomás Franquet (Int. J. Comput. Assist. Radiol. Surg., 2016)

Instantiated mixed effects modeling of Alzheimer's disease markers - Ricardo Guerrero; Alexander Schmidt-Richberg; Christian Ledig; Tong Tong; Robin Wolz; Daniel Rueckert (NeuroImage, 2016)

Discriminative dictionary learning for abdominal multi-organ segmentation - Tong Tong; Robin Wolz; Zehan Wang; Qinquan Gao; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori; Joseph V. Hajnal; Daniel Rueckert (Medical Image Anal., 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)

Multiple instance learning for classification of dementia in brain MRI - Tong Tong; Robin Wolz; Qinquan Gao; Ricardo Guerrero; Joseph V. Hajnal; Daniel Rueckert (Medical Image Anal., 2014)

Manifold population modeling as a neuro-imaging biomarker: Application to ADNI and ADNI-GO - Ricardo Guerrero; Robin Wolz; A. W. Rao; Daniel Rueckert (NeuroImage, 2014)

Hierarchical Manifold Learning for Regional Image Analysis - Kanwal K. Bhatia; Anil Rao; Anthony N. Price; Robin Wolz; Joseph V. Hajnal; Daniel Rueckert (IEEE Trans. Medical Imaging, 2014)

Extended boundary shift integral - Jyrki Lötjönen; Christian Ledig; Juha Koikkalainen; Robin Wolz; Lennart Thurfjell; Hilkka Soininen; Sébastien Ourselin; Daniel Rueckert (IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China, 2014)

Segmentation of MR images via discriminative dictionary learning and sparse coding: Application to hippocampus labeling - Tong Tong; Robin Wolz; Pierrick Coupé; Joseph V. Hajnal; Daniel Rueckert (NeuroImage, 2013)

Automated Abdominal Multi-Organ Segmentation With Subject-Specific Atlas Generation - Robin Wolz; Chengwen Chu; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori; Daniel Rueckert (IEEE Trans. Medical Imaging, 2013)

Multiple Instance Learning for Classification of Dementia in Brain MRI - Tong Tong; Robin Wolz; Qinquan Gao; Joseph V. Hajnal; Daniel Rueckert (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

Multi-organ segmentation from 3D abdominal CT images using patient-specific weighted-probabilistic atlas - Chengwen Chu; Masahiro Oda; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Yuichiro Hayashi; Robin Wolz; Daniel Rueckert; Kensaku Mori (Medical Imaging 2013: Image Processing, Lake Buena Vista (Orlando Area), Florida, USA, February 10-12, 2013, 2013)

Nonlinear dimensionality reduction combining MR imaging with non-imaging information - Robin Wolz; Paul Aljabar; Joseph V. Hajnal; Jyrki Lötjönen; Daniel Rueckert (Medical Image Anal., 2012)

Multi-region analysis of longitudinal FDG-PET for the classification of Alzheimer's disease - Katherine R. Gray; Robin Wolz; Rolf A. Heckemann; Paul Aljabar; Alexander Hammers; Daniel Rueckert (NeuroImage, 2012)

Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease - Maria Vounou; Eva Janousová; Robin Wolz; Jason L. Stein; Paul M. Thompson; Daniel Rueckert; Giovanni Montana (NeuroImage, 2012)

Multi-class brain segmentation using atlas propagation and EM-based refinement - Christian Ledig; Robin Wolz; Paul Aljabar; Jyrki Lötjönen; Rolf A. Heckemann; Alexander Hammers; Daniel Rueckert (9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings, 2012)

Hippocampal atrophy rate using an expectation maximization classifier with a disease-specific prior - Jyrki Lötjönen; Robin Wolz; Juha Koikkalainen; Valeria Manna; Christian Ledig; Lennart Thurfjell; Roger Lundqvist; Gunhild Waldemar; Hilkka Soininen; Daniel Rueckert (9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings, 2012)

Landmark localisation in brain MR images using feature point descriptors based on 3D local self-similarities - Ricardo Guerrero; Luis Pizarro; Robin Wolz; Daniel Rueckert (9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings, 2012)

Multi-organ Abdominal CT Segmentation Using Hierarchically Weighted Subject-Specific Atlases - Robin Wolz; Chengwen Chu; Kazunari Misawa; Kensaku Mori; Daniel Rueckert (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I, 2012)

Spatially Aware Patch-Based Segmentation (SAPS): An Alternative Patch-Based Segmentation Framework - Zehan Wang; Robin Wolz; Tong Tong; Daniel Rueckert (Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging - Second International MICCAI Workshop, MCV 2012, Nice, France, October 5, 2012, Revised Selected Papers, 2012)

Geodesic Information Flows - Manuel Jorge Cardoso; Robin Wolz; Marc Modat; Nick C. Fox; Daniel Rueckert; Sébastien Ourselin (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II, 2012)

Hierarchical Manifold Learning - Kanwal K. Bhatia; Anil Rao; Anthony N. Price; Robin Wolz; Joseph V. Hajnal; Daniel Rueckert (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I, 2012)

Fast and robust extraction of hippocampus from MR images for diagnostics of Alzheimer's disease - Jyrki Lötjönen; Robin Wolz; Juha Koikkalainen; Valtteri Julkunen; Lennart Thurfjell; Roger Lundqvist; Gunhild Waldemar; Hilkka Soininen; Daniel Rueckert (NeuroImage, 2011)

Simultaneous Multi-scale Registration Using Large Deformation Diffeomorphic Metric Mapping - Laurent Risser; François-Xavier Vialard; Robin Wolz; Maria Murgasova; Darryl D. Holm; Daniel Rueckert (IEEE Trans. Medical Imaging, 2011)

A Combined Manifold Learning Analysis of Shape and Appearance to Characterize Neonatal Brain Development - Paul Aljabar; Robin Wolz; Latha Srinivasan; Serena J. Counsell; Mary A. Rutherford; A. David Edwards; Joseph V. Hajnal; Daniel Rueckert (IEEE Trans. Medical Imaging, 2011)

Regional analysis of FDG-PET for use in the classification of Alzheimer'S Disease - Katherine R. Gray; Robin Wolz; Shiva Keihaninejad; Rolf A. Heckemann; Paul Aljabar; Alexander Hammers; Daniel Rueckert (Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011)

Manifold learning combining imaging with non-imaging information - Robin Wolz; Paul Aljabar; Joseph V. Hajnal; Jyrki Lötjönen; Daniel Rueckert (Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011)

Improved generation of probabilistic atlases for the expectation maximization classification - Jyrki Lötjönen; Robin Wolz; Juha Koikkalainen; Lennart Thurfjell; Roger Lundqvist; Gunhild Waldemar; Hilkka Soininen; Daniel Rueckert (Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011)

A Multi-image Graph Cut Approach for Cardiac Image Segmentation and Uncertainty Estimation - Wenzhe Shi; Xiahai Zhuang; Robin Wolz; Simon G. Duckett; Kai-Pin Tung; Haiyan Wang; Sébastien Ourselin; Philip J. Edwards; Reza Razavi; Daniel Rueckert (Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges - Second International Workshop, STACOM 2011, Held in Conjunction with MICCAI 2011, Toronto, ON, Canada, September 22, 2011, Revised Selected Papers, 2011)

Laplacian Eigenmaps Manifold Learning for Landmark Localization in Brain MR Images - Ricardo Guerrero; Robin Wolz; Daniel Rueckert (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II, 2011)

Fast Brain-Wide Search of Highly Discriminative Regions in Medical Images: an Application to Alzheimers Disease - Eva Janousová; Maria Vounou; Robin Wolz; Katherine R. Gray; Daniel Rueckert; Giovanni Montana (Medical Image Understanding and Analysis - MIUA 2011. 15th Annual Conference, London, UK, July 14-15, 2011. Proceedings, 2011)

Regional Analysis of FDG-PET for the Classification of Alzheimers Disease - Katherine R. Gray; Robin Wolz; Shiva Keihaninejad; Rolf A. Heckemann; Paul Aljabar; Alexander Hammers; Daniel Rueckert (Medical Image Understanding and Analysis - MIUA 2011. 15th Annual Conference, London, UK, July 14-15, 2011. Proceedings, 2011)

Manifold-based classification incorporating subject metadata - Robin Wolz; Paul Aljabar; Joseph V. Hajnal; Jyrki Lötjönen; Daniel Rueckert (Medical Image Understanding and Analysis - MIUA 2011. 15th Annual Conference, London, UK, July 14-15, 2011. Proceedings, 2011)

LEAP: Learning embeddings for atlas propagation - Robin Wolz; Paul Aljabar; Joseph V. Hajnal; Alexander Hammers; Daniel Rueckert (NeuroImage, 2010)

Fast and robust multi-atlas segmentation of brain magnetic resonance images - Jyrki Lötjönen; Robin Wolz; Juha Koikkalainen; Lennart Thurfjell; Gunhild Waldemar; Hilkka Soininen; Daniel Rueckert (NeuroImage, 2010)

Measurement of hippocampal atrophy using 4D graph-cut segmentation: Application to ADNI - Robin Wolz; Rolf A. Heckemann; Paul Aljabar; Joseph V. Hajnal; Alexander Hammers; Jyrki Lötjönen; Daniel Rueckert (NeuroImage, 2010)

Measuring atrophy by simultaneous segmentation of serial MR images using 4-D graph-cuts - Robin Wolz; Rolf A. Heckemann; Paul Aljabar; Joseph V. Hajnal; Alexander Hammers; Jyrki Lötjönen; Daniel Rueckert (Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010, 2010)

Combining Morphological Information in a Manifold Learning Framework: Application to Neonatal MRI - Paul Aljabar; Robin Wolz; Latha Srinivasan; Serena J. Counsell; James P. Boardman; Maria Murgasova; Valentina Doria; Mary A. Rutherford; A. David Edwards; Joseph V. Hajnal (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part III, 2010)

Manifold Learning for Biomarker Discovery in MR Imaging - Robin Wolz; Paul Aljabar; Joseph V. Hajnal; Daniel Rueckert (Machine Learning in Medical Imaging, First International Workshop, MLMI 2010, Held in Conjunction with MICCAI 2010, Beijing, China, September 20, 2010. Proceedings, 2010)

Simultaneous Fine and Coarse Diffeomorphic Registration: Application to Atrophy Measurement in Alzheimer's Disease - Laurent Risser; François-Xavier Vialard; Robin Wolz; Darryl D. Holm; Daniel Rueckert (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II, 2010)

Segmentation of Subcortical Structures and the Hippocampus in Brain MRI Using Graph-Cuts and Subject-Specific A-Priori Information - Robin Wolz; Paul Aljabar; Rolf A. Heckemann; Alexander Hammers; Daniel Rueckert (Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009, 2009)

Simultaneous Model-Based Segmentation of Multiple Objects - Astrid Franz; Robin Wolz; Tobias Klinder; Cristian Lorenz; Hans Barschdorf; Thomas Blaffert; Sebastian P. M. Dries; Steffen Renisch (Bildverarbeitung für die Medizin 2008, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 6. bis 8. April 2008 in Berlin, 2008)

Spine Segmentation Using Articulated Shape Models - Tobias Klinder; Robin Wolz; Cristian Lorenz; Astrid Franz; Jörn Ostermann (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008, 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I, 2008)