Joseph V. Hajnal

Robin Wolz, Paul Aljabar, Joseph V. Hajnal, Jyrki Lötjönen, Daniel Rueckert: Nonlinear dimensionality reduction combining MR imaging with non-imaging information. Medical Image Analysis 16(4): 819-830 (2012)

Maria Kuklisova-Murgasova, Gerardine Quaghebeur, Mary A. Rutherford, Joseph V. Hajnal, Julia A. Schnabel: Reconstruction of fetal brain MRI with intensity matching and complete outlier removal. Medical Image Analysis 16(8): 1550-1564 (2012)

Eve H. Limbrick-Oldfield, Jonathan C. W. Brooks, Richard J. S. Wise, Francesco Padormo, Joseph V. Hajnal, Christian F. Beckmann, Mark A. Ungless: Identification and characterisation of midbrain nuclei using optimised functional magnetic resonance imaging. NeuroImage 59(2): 1230-1238 (2012)

Ahmed Serag, Paul Aljabar, Gareth Ball, Serena J. Counsell, James P. Boardman, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert: Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression. NeuroImage 59(3): 2255-2265 (2012)

Ioannis S. Gousias, A. David Edwards, Mary A. Rutherford, Serena J. Counsell, Joseph V. Hajnal, Daniel Rueckert, Alexander Hammers: Magnetic resonance imaging of the newborn brain: Manual segmentation of labelled atlases in term-born and preterm infants. NeuroImage 62(3): 1499-1509 (2012)

Ahmed Serag, Paul Aljabar, Gareth Ball, Serena J. Counsell, James P. Boardman, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert: Erratum to Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression [NeuroImage 59/3(2012) 2255-2265]. NeuroImage 63(2): 998 (2012)

Emer J. Hughes, Jacqueline Bond, Patricia Svrckova, Antonios Makropoulos, Gareth Ball, David J. Sharp, A. David Edwards, Joseph V. Hajnal, Serena J. Counsell: Regional changes in thalamic shape and volume with increasing age. NeuroImage 63(3): 1134-1142 (2012)

Martin Jantsch, Daniel Rueckert, Joseph V. Hajnal: 4D Cardiac Volume Reconstruction from Free-Breathing 2D Real-Time Image Acquisitions using Iterative Motion Correction. ICCSW 2012: 69-74

Ahmed Serag, Paul Aljabar, Serena J. Counsell, James P. Boardman, Joseph V. Hajnal, Daniel Rueckert: LISA: Longitudinal image registration via spatio-temporal atlases. ISBI 2012: 334-337

Maria Kuklisova-Murgasova, Gerardine Quaghebeur, Joseph V. Hajnal, J. Alison Noble, Julia A. Schnabel: Towards 3D registration of fetal brain MRI and ultrasound. ISBI 2012: 346-349

Ahmed Serag, Ioannis S. Gousias, Antonios Makropoulos, Paul Aljabar, Joseph V. Hajnal, James P. Boardman, Serena J. Counsell, Daniel Rueckert: Unsupervised Learning of Shape Complexity: Application to Brain Development. STIA 2012: 88-99

Jose Caballero, Daniel Rueckert, Joseph V. Hajnal: Dictionary Learning and Time Sparsity in Dynamic MRI. MICCAI (1) 2012: 256-263

Kanwal K. Bhatia, Anil Rao, Anthony N. Price, Robin Wolz, Joseph V. Hajnal, Daniel Rueckert: Hierarchical Manifold Learning. MICCAI (1) 2012: 512-519

Maria Kuklisova-Murgasova, Paul Aljabar, Latha Srinivasan, Serena J. Counsell, Valentina Doria, Ahmed Serag, Ioannis S. Gousias, James P. Boardman, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert: A dynamic 4D probabilistic atlas of the developing brain. NeuroImage 54(4): 2750-2763 (2011)

Rolf A. Heckemann, Shiva Keihaninejad, Paul Aljabar, Katherine R. Gray, Casper Nielsen, Daniel Rueckert, Joseph V. Hajnal, Alexander Hammers: Automatic morphometry in Alzheimer's disease and mild cognitive impairment. NeuroImage 56(4): 2024-2037 (2011)

Paul Aljabar, Robin Wolz, Latha Srinivasan, Serena J. Counsell, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert: A Combined Manifold Learning Analysis of Shape and Appearance to Characterize Neonatal Brain Development. IEEE Trans. Med. Imaging 30(12): 2072-2086 (2011)

Ahmed Serag, Paul Aljabar, Serena J. Counsell, James P. Boardman, Joseph V. Hajnal, Daniel Rueckert: Tracking developmental changes in subcortical structures of the preterm brain using multi-modal MRI. ISBI 2011: 349-352

Rolf A. Heckemann, Shiva Keihaninejad, Paul Aljabar, Katherine R. Gray, Casper Nielsen, Daniel Rueckert, Joseph V. Hajnal, Alexander Hammers: A repository of MR morphometry data in Alzheimer's disease and mild cognitive impairment. ISBI 2011: 875-878

Ahmed Serag, Paul Aljabar, Serena J. Counsell, James P. Boardman, Joseph V. Hajnal, Daniel Rueckert: Construction of a 4D atlas of the developing brain using non-rigid registration. ISBI 2011: 1532-1535

Robin Wolz, Paul Aljabar, Joseph V. Hajnal, Jyrki Lötjönen, Daniel Rueckert: Manifold learning combining imaging with non-imaging information. ISBI 2011: 1637-1640

Robin Wolz, Paul Aljabar, Joseph V. Hajnal, Alexander Hammers, Daniel Rueckert: LEAP: Learning embeddings for atlas propagation. NeuroImage 49(2): 1316-1325 (2010)

Shiva Keihaninejad, Rolf A. Heckemann, Gianlorenzo Fagiolo, Mark R. Symms, Joseph V. Hajnal, Alexander Hammers: A robust method to estimate the intracranial volume across MRI field strengths (1.5T and 3T). NeuroImage 50(4): 1427-1437 (2010)

Rolf A. Heckemann, Shiva Keihaninejad, Paul Aljabar, Daniel Rueckert, Joseph V. Hajnal, Alexander Hammers: Improving intersubject image registration using tissue-class information benefits robustness and accuracy of multi-atlas based anatomical segmentation. NeuroImage 51(1): 221-227 (2010)

Robin Wolz, Rolf A. Heckemann, Paul Aljabar, Joseph V. Hajnal, Alexander Hammers, Jyrki Lötjönen, Daniel Rueckert: Measurement of hippocampal atrophy using 4D graph-cut segmentation: Application to ADNI. NeuroImage 52(1): 109-118 (2010)

Shiva Keihaninejad, R. A. Heckemanna, Ioannis S. Gousias, Paul Aljabar, Joseph V. Hajnal, Daniel Rueckert, Alexander Hammers: Automatic volumetry can reveal visually undetected disease features on brain MR images in temporal lobe epilepsy. ISBI 2010: 105-108

Maria Murgasova, Latha Srinivasan, Ioannis S. Gousias, Paul Aljabar, Joseph V. Hajnal, A. David Edwards, Daniel Rueckert: Construction of a dynamic 4D probabilistic atlas for the developing brain. ISBI 2010: 952-955

Robin Wolz, Rolf A. Heckemann, Paul Aljabar, Joseph V. Hajnal, Alexander Hammers, Jyrki Lötjönen, Daniel Rueckert: Measuring atrophy by simultaneous segmentation of serial MR images using 4-D graph-cuts. ISBI 2010: 960-963

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: Combining Morphological Information in a Manifold Learning Framework: Application to Neonatal MRI. MICCAI (3) 2010: 1-8

Robin Wolz, Paul Aljabar, Joseph V. Hajnal, Daniel Rueckert: Manifold Learning for Biomarker Discovery in MR Imaging. MLMI 2010: 116-123

Satheesh Maheswaran, Hervé Barjat, Simon T. Bate, Paul Aljabar, Derek L. G. Hill, Lorna Tilling, Neil Upton, Michael F. James, Joseph V. Hajnal, Daniel Rueckert: Analysis of serial magnetic resonance images of mouse brains using image registration. NeuroImage 44(3): 692-700 (2009)

Paul Aljabar, Rolf A. Heckemann, Alexander Hammers, Joseph V. Hajnal, Daniel Rueckert: Multi-atlas based segmentation of brain images: Atlas selection and its effect on accuracy. NeuroImage 46(3): 726-738 (2009)

Maria Murgasova, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert: Robust Segmentation of Brain Structures in MRI. ISBI 2009: 17-20

Rolf A. Heckemann, Alexander Hammers, Paul Aljabar, Daniel Rueckert, Joseph V. Hajnal: The Mirror Method of Assessing Segmentation Quality in Atlas Label Propagation. ISBI 2009: 1191-1194

Rolf A. Heckemann, Alexander Hammers, Daniel Rueckert, Richard I. Aviv, Christopher J. Harvey, Joseph V. Hajnal: Automatic volumetry on MR brain images can support diagnostic decision making. BMC Medical Imaging 8: 9 (2008)

Satheesh Maheswaran, Hervé Barjat, Simon T. Bate, Thomas Hartkens, Derek L. G. Hill, Lorna Tilling, Neil Upton, Michael F. James, Joseph V. Hajnal, Daniel Rueckert: Deformation based morphmetry and atlas based label segmentation: Application to serial mouse brain images. ISBI 2008: 1107-1110

Hui Xue, Jens Guehring, Latha Srinivasan, Sven Zühlsdorff, Kinda Anna Saddi, Christophe Chefd'Hotel, Joseph V. Hajnal, Daniel Rueckert: Evaluation of Rigid and Non-rigid Motion Compensation of Cardiac Perfusion MRI. MICCAI (2) 2008: 35-43

Carlos E. Thomaz, James P. Boardman, Serena J. Counsell, Derek L. G. Hill, Joseph V. Hajnal, A. David Edwards, Mary A. Rutherford, Duncan Fyfe Gillies, Daniel Rueckert: A multivariate statistical analysis of the developing human brain in preterm infants. Image Vision Comput. 25(6): 981-994 (2007)

Shuzhou Jiang, Hui Xue, Alan Glover, Mary A. Rutherford, Daniel Rueckert, Joseph V. Hajnal: MRI of Moving Subjects Using Multislice Snapshot Images With Volume Reconstruction (SVR): Application to Fetal, Neonatal, and Adult Brain Studies. IEEE Trans. Med. Imaging 26(7): 967-980 (2007)

Hui Xue, Latha Srinivasan, Shuzhou Jiang, Mary A. Rutherford, A. David Edwards, Daniel Rueckert, Joseph V. Hajnal: Automatic Cortical Segmentation in the Developing Brain. IPMI 2007: 257-269

Shuzhou Jiang, Hui Xue, Serena J. Counsell, Mustafa Anjari, Joanna M. Allsop, Mary A. Rutherford, Daniel Rueckert, Joseph V. Hajnal: In-utero Three Dimension High Resolution Fetal Brain Diffusion Tensor Imaging. MICCAI (1) 2007: 18-26

Hui Xue, Latha Srinivasan, Shuzhou Jiang, Mary A. Rutherford, A. David Edwards, Daniel Rueckert, Joseph V. Hajnal: Longitudinal Cortical Registration for Developing Neonates. MICCAI (2) 2007: 127-135

Paul Aljabar, Rolf A. Heckemann, Alexander Hammers, Joseph V. Hajnal, Daniel Rueckert: Classifier Selection Strategies for Label Fusion Using Large Atlas Databases. MICCAI (1) 2007: 523-531

Kanwal K. Bhatia, Paul Aljabar, James P. Boardman, Latha Srinivasan, Maria Murgasova, Serena J. Counsell, Mary A. Rutherford, Joseph V. Hajnal, A. David Edwards, Daniel Rueckert: Groupwise Combined Segmentation and Registration for Atlas Construction. MICCAI (1) 2007: 532-540

Kanwal K. Bhatia, Joseph V. Hajnal, Alexander Hammers, Daniel Rueckert: Similarity Metrics for Groupwise Non-rigid Registration. MICCAI (2) 2007: 544-552

Claudia Prieto, Marcello Guarini, Joseph V. Hajnal, Pablo Irarrazaval: Motion Estimation Applied to Reconstruct Undersampled Dynamic MRI. PSIVT 2007: 522-532

Kelvin K. Leung, Mark Holden, Nadeem Saeed, K. J. Brooks, J. B. Buckton, A. A. Williams, S. P. Campbell, Kumar Changani, D. G. Reid, Y. Zhao, M. Wilde, Daniel Rueckert, Joseph V. Hajnal, Derek L. G. Hill: Automatic Quantification of Changes in Bone in Serial MR Images of Joints. IEEE Trans. Med. Imaging 25(12): 1617-1626 (2006)

John Geddes, Clare Mackay, Sharon Lloyd, Andrew Simpson, David J. Power, Douglas Russell, Mila Katzarova, Martin Rossor, Nick C. Fox, Jonathon Fletcher, Derek L. G. Hill, Kate McLeish, Joseph V. Hajnal, Stephen Lawrie, Dominic Job, Andrew McIntosh, Joanna M. Wardlaw, Peter Sandercock, Jeb Palmer, Dave Perry, Rob Procter, Jenny Ure, Philip Bath, Graham Watson: The Challenges of Developing a Collaborative Data and Compute Grid for Neurosciences. CBMS 2006: 81-86

Daniel Rueckert, Raghavendra Chandrashekara, Paul Aljabar, Kanwal K. Bhatia, James P. Boardman, Latha Srinivasan, Mary A. Rutherford, Leigh Dyet, A. David Edwards, Joseph V. Hajnal, Raad Mohiaddin: Quantification of Growth and Motion Using Non-rigid Registration. CVAMIA 2006: 49-60

Hui Xue, Christina Malamateniou, Joanna M. Allsop, Latha Srinivasan, Joseph V. Hajnal, Daniel Rueckert: Automatic extraction and matching of neonatal cerebral vasculature. ISBI 2006: 125-128

Paul Aljabar, Kanwal K. Bhatia, Joseph V. Hajnal, James P. Boardman, Latha Srinivasan, Mary A. Rutherford, Dyet Dyet, A. David Edwards, Daniel Rueckert: Analysis of growth in the developing brain using non-rigid registration. ISBI 2006: 201-204

Shuzhou Jiang, Hui Xue, Alan Glover, Mary A. Rutherford, Joseph V. Hajnal: A novel approach to accurate 3D high resolution and high SNR fetal brain imaging. ISBI 2006: 662-665

Maria Murgasova, Leigh Dyet, A. David Edwards, Mary A. Rutherford, Joseph V. Hajnal, Daniel Rueckert: Segmentation of Brain MRI in Young Children. MICCAI (1) 2006: 687-694

Daniel Rueckert, Paul Aljabar, Rolf A. Heckemann, Joseph V. Hajnal, Alexander Hammers: Diffeomorphic Registration Using B-Splines. MICCAI (2) 2006: 702-709

Rolf A. Heckemann, Joseph V. Hajnal, Paul Aljabar, Daniel Rueckert, Alexander Hammers: Multiclassifier Fusion in Human Brain MR Segmentation: Modelling Convergence. MICCAI (2) 2006: 815-822

Satheesh Maheswaran, Hervé Barjat, Simon T. Bate, Thomas Hartkens, Derek L. G. Hill, Michael F. James, Lorna Tilling, Neil Upton, Joseph V. Hajnal, Daniel Rueckert: Deformation Based Morphometry Analysis of Serial Magnetic Resonance Images of Mouse Brains. WBIR 2006: 58-65

John Geddes, Sharon Lloyd, Andrew Simpson, Martin Rossor, Nick C. Fox, Derek L. G. Hill, Joseph V. Hajnal, Stephen Lawrie, Andrew McIntosh, Eve Johnstone, Joanna M. Wardlaw, Dave Perry, Rob Procter, Philip Bath, Edward T. Bullmore: NeuroGrid: Using Grid Technology to Advance Neuroscience. CBMS 2005: 570-572

Paul Aljabar, Joseph V. Hajnal, Richard G. Boyes, Daniel Rueckert: Interpolation Artefacts in Non-rigid Registration. MICCAI (2) 2005: 247-254

Anil Rao, Raghavendra Chandrashekara, Gerardo I. Sanchez-Ortiz, Raad Mohiaddin, Paul Aljabar, Joseph V. Hajnal, Basant K. Puri, Daniel Rueckert: Spatial transformation of motion and deformation fields using nonrigid registration. IEEE Trans. Med. Imaging 23(9): 1065-1076 (2004)

Kelvin K. Leung, Derek L. G. Hill, Rolf A. Heckemann, Daniel Rueckert, Joseph V. Hajnal, Nadeem Saeed, Keith Brooks, Jacky Buckton, Kumar Changani, David Reid: Analysis of Serial MR Images of Joints. ISBI 2004: 221-224

Kanwal K. Bhatia, Joseph V. Hajnal, Basant K. Puri, A. David Edwards, Daniel Rueckert: Consistent Groupwise Non-Rigid Registration for Atlas Construction. ISBI 2004: 908-911

Carlos E. Thomaz, James P. Boardman, Derek L. G. Hill, Joseph V. Hajnal, David D. Edwards, Mary A. Rutherford, Duncan Fyfe Gillies, Daniel Rueckert: Using a Maximum Uncertainty LDA-Based Approach to Classify and Analyse MR Brain Images. MICCAI (1) 2004: 291-300

David Atkinson, David J. Larkman, Philipp G. Batchelor, Derek L. G. Hill, Joseph V. Hajnal: Multiple Coils for Reduction of Flow Artefacts in MR Images. MICCAI (2) 2004: 1097-1098

James P. Boardman, Kanwal K. Bhatia, Serena J. Counsell, Joanna M. Allsop, Olga Kapellou, Mary A. Rutherford, A. David Edwards, Joseph V. Hajnal, Daniel Rueckert: An Evaluation of Deformation-Based Morphometry Applied to the Developing Human Brain and Detection of Volumetric Changes Associated with Preterm Birth. MICCAI (1) 2003: 697-704

Derek L. G. Hill, Joseph V. Hajnal, Daniel Rueckert, Stephen M. Smith, Thomas Hartkens, Kate McLeish: A Dynamic Brain Atlas. MICCAI (1) 2002: 532-539

Hava Lester, Simon R. Arridge, Kalvis M. Jansons, Louis Lemieux, Joseph V. Hajnal, Anjela Oatridge: Non-linear Registration with the Variable Viscosity Fluid Algorithm. IPMI 1999: 238-251