Publications: Atlases


  • I. S. Gousias, A. D. Edwards, M. A. Rutherford, S. J. Counsell, J. V. Hajnal, D. Rueckert and A. 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.
  • A. Serag, P. Aljabar, G. Ball, S.J. Counsell, J.P. Boardman, M.A. Rutherford, A.D. Edwards, J.V. Hajnal, D. Rueckert. Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regression. NeuroImage, 59(1): 2255-2265, 2012.
  • M. Kuklisova-Murgasova, P. Aljabar, L. Srinivasan, S. J. Counsell, V. Doria, A. Serag, I. S. Gousias, J. P. Boardman, M. A. Rutherford, A. D. Edwards, J. V. Hajnal, D. Rueckert. A dynamic 4D probabilistic atlas of the developing brain. NeuroImage, 54(4): 2750-2763, 2011.


Publications: Applications to neonatal imaging


  • P. Aljabar, R. Wolz, L. Srinivasan, S.J. Counsell, M. Rutherford, A.D. Edwards, J.V. Hajnal and D. Rueckert. A combined manifold learning analysis of shape and appearance to characterize neonatal brain development. IEEE Transactions in Medical Imaging, 30(12): 2072 – 2086, 2011.
  • G. Ball, J. P. Boardman, D. Rueckert, P. Aljabar, T. Arichi, N. Merchant, I. S. Gousias, A. D. Edwards and S. J. Counsell. The Effect of Preterm Birth on Thalamic and Cortical Development. Cerebral Cortex, doi:10.1093/cercor/bhr176, 2011.
  • J. P. Boardman, C. Craven, S. Valappil, S. J. Counsell, L. E. Dyet, D. Rueckert, P. Aljabar, M. A. Rutherford, A. T. Chew, J. M. Allsop, F. Cowan and A. D. Edwards. A common neonatal image phenotype predicts adverse neurodevelopmental outcome in children born preterm. Neuroimage 52(2):409-414, 2010.


Publications: General Methodology


  • K. R. Gray, R. Wolz, R. A. Heckemann, P. Aljabar, A. Hammers and D. Rueckert. Multi-region analysis of longitudinal FDG-PET for the classification of Alzheimer's disease. NeuroImage, 60(1): 221-229, 2012.
  • R. A. Heckemann, S. Keihaninejad, P. Aljabar, K. R. Gray, C. Nielsen, D. Rueckert, J. V. Hajnal and Alexander Hammers. Automatic morphometry in Alzheimer's disease and mild cognitive impairment. NeuroImage, 56(4): 2024-2037, 2011.
  • R. Wolz, P. Aljabar, J. V. Hajnal, A. Hammers, D. Rueckert and the Alzheimer's Disease Neuroimaging Initiative. LEAP: Learning embeddings for atlas propagation. NeuroImage, 49(2): 1316-1325, 2010.
  • R. Wolz, R. A. Heckemann, P. Aljabar, J. V. Hajnal, A. Hammers, J. Lötjönen, D. Rueckert and The Alzheimer's Disease Neuroimaging Initiative. Measurement of hippocampal atrophy using 4D graph-cut segmentation: Application to ADNI. NeuroImage, 52(1): 109-118, 2010.
  • E. C. Robinson, A. Hammers, A. Ericsson, A. D. Edwards, D. Rueckert. Identifying population differences in whole-brain structural networks: A machine learning approach. NeuroImage, 50(3): 910-919, 2010.