King's College London

Research portal

Research Outputs

  1. 2017
  2. Dynamic field mapping and motion correction using interleaved double spin-echo diffusion MRI

    Hutter, J., Christiaens, D., Kuklisova-Murgasova, M., Cordero-Grande, L., Slator, P., Price, A., Rutherford, M. & Hajnal, J. V., 1 Oct 2017, Lecture Notes in Computer Science - MICCAI 2017. Vol. 10433 LNCS. p. 523-531 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  3. Context-sensitive super-resolution for fast fetal magnetic resonance imaging

    McDonagh, S., Hou, B., Alansary, A., Oktay, O., Kamnitsas, K., Rutherford, M., Hajnal, J. & Kainz, B., 9 Sep 2017, Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment - 5th International Workshop, CMMI 2017 2nd International Workshop, RAMBO 2017 and 1st International Workshop, SWITCH 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, Vol. 10555 LNCS. p. 116-126 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10555 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

  4. Predicting slice-to-volume transformation in presence of arbitrary subject motion

    Hou, B., Alansary, A., McDonagh, S., Davidson, A., Rutherford, M., Hajnal, J. V., Rueckert, D., Glocker, B. & Kainz, B., 4 Sep 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, Vol. 10434 LNCS. p. 296-304 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10434 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

  5. A deformable model for the reconstruction of the neonatal cortex

    Schuh, A., Makropoulos, A., Wright, R., Robinson, E. C., Tusor, N., Steinweg, J., Hughes, E., Cordero Grande, L., Price, A., Hutter, J., Hajnal, J. V. & Rueckert, D., 19 Jun 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 800-803 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  6. A simple optimisation approach to making time efficient VERSE-multiband pulses feasible on non-ideal gradients

    Abo Seada, S., Hajnal, J. V. & Malik, S. J., 20 Apr 2017, A simple optimisation approach to making time efficient VERSE-multiband pulses feasible on non-ideal gradients. 5059

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  7. Root-flipped multiband pulses with inherently aligned echoes

    Abo Seada, S., Hajnal, J. V. & Malik, S. J., 20 Apr 2017, Root-flipped multiband pulses with inherently aligned echoes. 3955

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  8. A deep cascade of convolutional neural networks for MR image reconstruction

    Schlemper, J., Caballero, J., Hajnal, J. V., Price, A. & Rueckert, D., 2017, Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Springer Verlag, Vol. 10265 LNCS. p. 647-658 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10265 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

  9. The effect of variable amniotic fluid conductivity and fetal tissues properties on B1+ and local SAR for fetal imaging at 3T.

    Malik, S. J., Hand, J. W. & Hajnal, J. V., 2017, Proc. Intl. Soc. Magn. Reson Med.. Vol. 25. p. 5578 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  10. 2016
  11. Graph-based whole body segmentation in fetal MR images

    Zhang, T., Matthew, J., Lohezic, M., Davidson, A., Rutherford, M. A., Rueckert, D., Hajnal, J. V. & Aljabar, P., 21 Oct 2016, MICCAI Workshop on Perinatal, Preterm and Paediatric Image analysis 2016.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  12. Fast fully automatic segmentation of the human placenta from motion corrupted MRI

    Alansary, A., Kamnitsas, K., Davidson, A., Khlebnikov, R., Rajchl, M., Malamateniou, C., Rutherford, M., Hajnal, J. V., Glocker, B., Rueckert, D. & Kainz, B., 2 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016. Vol. LNCS 9901. p. 589-597 9 p. (Lecture Notes in Computer Science; vol. 9901).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  13. Distortion correction in fetal EPI using non-rigid registration with Laplacian constraint

    Murgasova, M., Lockwood estrin, G., Rutherford, M. A., Rueckert, D. & Hajnal, J. V., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI). IEEE Computer Society Press, Vol. 2016-June. p. 1372-1375 4 p. 7493522

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  14. Regression analysis for assessment of myelination status in preterm brains with magnetic resonance imaging

    Wang, S., Murgasova, M., Hajnal, J. V., Ledig, C. & Schnabel, J. A., Apr 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  15. 2015
  16. Automatic brain localization in fetal MRI using superpixel graphs

    Alansary, A., Lee, M., Keraudren, K., Kainz, B., Malamateniou, C., Rutherford, M., Hajnal, J. V., Glocker, B. & Rueckert, D., 30 Dec 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer-Verlag Berlin Heidelberg, Vol. 9487. p. 13-22 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9487).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  17. Flexible reconstruction and correction of unpredictable motion from stacks of 2D images

    Kainz, B., Alansary, A., Malamateniou, C., Keraudren, K., Rutherford, M., Hajnal, J. V. & Rueckert, D., 20 Nov 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer-Verlag Berlin Heidelberg, Vol. 9350. p. 555-562 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9350).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  18. Automated localization of fetal organs in MRI using random forests with steerable features

    Keraudren, K., Kainz, B., Oktay, O., Kyriakopoulou, V., Rutherford, M. A., Hajnal, J. V. & Rueckert, D., 18 Nov 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer-Verlag Berlin Heidelberg, Vol. 9351. p. 620-627 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  19. Fast reconstruction of accelerated dynamic MRI using manifold kernel regression

    Bhatia, K. K., Caballero, J., Price, A. N., Sun, Y., Hajnal, J. V. & Rueckert, D., 18 Nov 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer-Verlag Berlin Heidelberg, Vol. 9351. p. 510-518 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  20. Super-resolution imaging of microbubble contrast agents

    Eckersley, R. J., Christensen-Jeffries, K., Tang, M. X., Hajnal, J. V., Aljabar, P. & Dunsby, C., 13 Nov 2015, Super-resolution imaging of microbubble contrast agents. Institute of Electrical and Electronics Engineers Inc.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  21. Learning and combining image similarities for neonatal brain population studies

    Zimmer, V. A., Glocker, B., Aljabar, P., Counsell, S., Rutherford, M., Edwards, A. D., Hajnal, J. V., Ballester, M. Á. G., Rueckert, D. & Piella, G., 2 Oct 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer-Verlag Berlin Heidelberg, Vol. 9352. p. 110-117 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9352).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  22. Adaptive scan strategies for fetal MRI imaging using slice to volume techniques

    Kainz, B., Malamateniou, C., Ferrazzi, G., Kuklisova-Murgasova, M., Egger, J., Keraudren, K., Rutherford, M., Hajnal, J. V. & Rueckert, D., Apr 2015, Adaptive scan strategies for fetal MRI imaging using slice to volume techniques. IEEE, p. 849-852 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  23. Construction of a 4D brain atlas and growth model using diffeomorphic registration

    Schuh, A., Murgasova, M., Makropoulos, A., Ledig, C., Counsell, S., Hajnal, J., Aljabar, P. & Rueckert, D., 3 Jan 2015, Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data : Third International Workshop, STIA 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers. 1 ed. Springer International Publishing Switzerland, Vol. 8682. p. 27-37 11 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  24. Machine learning for the automatic localisation of foetal body parts in cine-MRI scans

    Bowles, C., Nowlan, N. C., Hayat, T. T. A., Malamateniou, C., Rutherford, M., Hajnal, J. V., Rueckert, D. & Kainz, B., 2015, Progress in Biomedical Optics and Imaging - Proceedings of SPIE. SPIE, Vol. 9413. 94130N

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  25. 2014
  26. Fast fully automatic brain detection in fetal MRI using dense rotation invariant image descriptors

    Kainz, B., Keraudren, K., Kyriakopoulou, V., Rutherford, M., Hajnal, J. V. & Rueckert, D., 29 Jul 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Renaissance Beijing Capital Hotel Beijing; China: Institute of Electrical and Electronics Engineers Inc., p. 1230-1233 4 p. 6868098

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  27. Super-resolution reconstruction of cardiac MRI using coupled dictionary learning

    Bhatia, K. K., Price, A. N., Shi, W., Hajnal, J. V. & Rueckert, D., 29 Jul 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 947-950 4 p. 6868028

    Research output: Chapter in Book/Report/Conference proceedingChapter

  28. Application-driven MRI: joint reconstruction and segmentation from undersampled MRI data.

    Caballero, J., Bai, W., Price, A. N., Rueckert, D. & Hajnal, J. V., 2014, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014: 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I. Springer International Publishing Switzerland, Vol. 8673. p. 106-113 8 p. (Lecture Notes in Computer Science ; vol. 8673).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  29. Graph-based label propagation in fetal brain MR images

    Koch, L. M., Wright, R., Vatansever, D., Kyriakopoulou, V., Malamateniou, C., Patkee, P., Rutherford, M., Hajnal, J., Aljabar, P., Rueckert, D. & Malamateniou, C., 2014, Machine Learning in Medical Imaging: 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014, Proceedings. Wu, G., Zhang, D. & Zhou, L. (eds.). 1 ed. Springer International Publishing Switzerland, Vol. 8679. p. 9-16 8 p. (Lecture Notes in Computer Science; vol. 8679).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  30. Motion corrected 3D reconstruction of the fetal thorax from prenatal MRI

    Kainz, B., Malamateniou, C., Murgasova, M., Keraudren, K., Rutherford, M., Hajnal, J. V. & Rueckert, D., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Golland, P., Hata, N., Barillot, C., Hornegger, J. & Howe, R. (eds.). PART 2 ed. Springer-Verlag Berlin Heidelberg, Vol. 8674 . p. 284-291 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8674 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  31. Optimised local B1+ shimming for cardiac imaging at 3T - a multi-model study

    Beqiri, A., Padormo, F., Hand, J., Hajnal, J. & Malik, S., 2014, Proc. Intl. Soc. Magn. Reson Med.. Vol. 22. p. 179 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  32. Parcellation-Independent Multi-Scale Framework for Brain Network Analysis

    Schirmer, MD., Ball, G., Counsell, SJ., Edwards, AD., Rueckert, D., Hajnal, JV. & Aljabar, P., 2014, Computational Diffusion MRI. Springer/Kluwer, p. 23-32 10 p.

    Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

  33. RF safety evaluation for neonatal MRI at 3T

    Malik, S., Beqiri, A., Price, A., Hand, J. W. & Hajnal, J., 2014, Proc. Intl. Soc. Magn. Reson.. Vol. 22. p. 1370 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  34. 2013
  35. Localisation of the brain in fetal MRI using bundled SIFT features.

    Keraudren, K., Kyriakopoulou, V., Rutherford, M., Hajnal, J. V. & Rueckert, D., Sep 2013, Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention: 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part I. Mori, K., Sakuma, I., Sato, Y., Barillot, C. & Navab, N. (eds.). Pt 1 ed. Vol. 16. p. 582-589 8 p. (Lecture Notes in Computer Science; vol. 8149).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  36. 3D CARDIAC CINE RECONSTRUCTION FROM FREE-BREATHING 2D REAL-TIME IMAGE ACQUISITIONS USING ITERATIVE MOTION CORRECTION

    Jantsch, M., Rueckert, D., Price, A. N. & Hajnal, J. V., 2013, 2013 IEEE 10TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI). NEW YORK: IEEE, p. 812-815 4 p. (IEEE International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  37. Multiple instance learning for classification of dementia in brain MRI

    Tong, T., Wolz, R., Gao, Q., Hajnal, J. V. & Rueckert, D., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 8150 LNCS. p. 599-606 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8150 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  38. Normalisation of neonatal brain network measures using stochastic approaches

    Schirmer, M., Ball, G., Counsell, S. J., Edwards, A. D., Rueckert, D., Hajnal, J. V. & Aljabar, P., 2013, Medical image computing and computer-assisted intervention: Proceedings of the 16th International Conference, Nagoya, Japan, September 22-26, 2013, Part 1. Mori, K., Sakuma, I., Sato, Y., Barillot, C. & Navab, N. (eds.). 1 ed. Springer Berlin Heidelberg, Vol. 16. p. 574-581 8 p. (Lecture Notes in Computer Science; vol. 8149).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  39. 2012
  40. Hierarchical manifold learning

    Bhatia, K. K., Rao, A., Price, A. N., Wolz, R., Hajnal, J. & Rueckert, D., 2012, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012: 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part 1. Ayache, N., Delingette, H., Golland, P. & Mori, K. (eds.). N/A ed. Berlin ; New York: Springer Berlin Heidelberg, Vol. N/a. p. 512-519 8 p. (Lecture Notes in Computer Science; vol. 7510).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  41. 2010
  42. RFuGE-an accelerated method combining parallel Transmit RF encoding plus gradient encoding with compressed sensing reconstruction

    Usman, M., Malik, S., Hajnal, J., Batchelor, P. & Katscher, U., 2010, International Society for Magnetic Resonance in Medicine.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  43. 2008
  44. Evaluation of Rigid and Non-rigid Motion Compensation of Cardiac Perfusion MRI

    Xue, H., Guehring, J., Srinivasan, L., Zuehlsdorff, S., Saddi, K., Chefdhotel, C., Hajnal, J. V. & Rueckert, D., 2008, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008: 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part II. PART 2 ed. Springer, Vol. 5242 LNCS. p. 35-43 9 p. (Lecture Notes in Computer Science; vol. 5242).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  45. Rapid blood T1 calibration for arterial spin labelling

    Varela, M., Hajnal, J., Petersen, E. T., Golay, X. & Larkman, D. J., 2008, Proc Intl Soc Magn Reson Med.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  46. 2007
  47. Automatic cortical segmentation in the developing brain

    Xue, H., Srinivasan, L., Jiang, S., Rutherford, M., Edwards, A. D., Rueckert, D. & Hajnal, J. V., 2007, Information Processing in Medical Imaging: Proceedings of the 20th International Conference, IPMI 2007. Karssemeijer, N. & Lelieveldt, B. (eds.). N/A ed. Berlin and New York: Springer Berlin Heidelberg, Vol. N/A. p. 257-269 13 p. (Lecture notes in computer science; vol. 4584).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  48. Groupwise combined segmentation and registration for atlas construction

    Bhatia, K. K., Aljabar, P., Boardman, J. P., Srinivasan, L., Murgasova, M., Counsell, S. J., Rutherford, M. A., Hajnal, J., Edwards, A. D. & Rueckert, D., 2007, Medical Image Computing and Computer Assisted Intervention - MICCAI 2007: 10th International Conference, Brisbane, Australia, October 29 - November 2, 2007, Proceedings, Part1. Ayache, N., Ourselin, S. & Maeder, A. (eds.). N/A ed. Berlin ; New York: Springer Berlin Heidelberg, Vol. N/A. p. 532-540 9 p. (Lecture Notes in Computer Science; vol. 4791).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  49. 2006
  50. Multiclassifier fusion in human brain MR segmentation: Modelling convergence

    Heckemann, R. A., Hajnal, J. V., Aljabar, P., Rueckert, D. & Hammers, A., 2006, Medical Image Computing and Computer-Assisted Intervention: LNCS. Springer, Vol. 4191. p. 815-822 8 p. (Lecture Notes in Computer Science; vol. 4191).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  51. Segmentation of brain MRI in young children

    Murgasova, M., Dyet, L., Edwards, D., Rutherford, M., Hajnal, J. V. & Rueckert, D., 2006, Medical Image Computing and Computer-assisted Intervention - MICCAI 2006: 9th International Conference, Copenhagen, Denmark, October 1-6, 2006. Proceedings, Part 1. Larsen, R., Nielsen, M. & Sporring, J. (eds.). N/A ed. Berlin ; New York: Springer Berlin Heidelberg, Vol. N/A. p. 687-694 8 p. (Lecture Notes in Computer Science; vol. 4190).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  52. 2003
  53. An evaluation of deformation-based morphometry applied to the developing human brain and detection of volumetric changes associated with preterm birth

    Boardman, J. P., Bhatia, K., Counsell, S., Allsop, J., Kapellou, O., Rutherford, M. A., Edwards, A. D., Hajnal, J. V. & Rueckert, D., 2003, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003: Proceedings of the 6th International Conference. Ellis, R. E. & Peters, T. M. (eds.). N/A ed. Berlin and New York: Springer Berlin Heidelberg, Vol. N/A. p. 697-704 8 p. (Lecture Notes in Computer Science; vol. 2878).

    Research output: Chapter in Book/Report/Conference proceedingChapter

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