King's College London

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Research Outputs

  1. 2019
  2. An artificial intelligence framework for automatic segmentation and volumetry of vestibular schwannomas from contrast-enhanced T1-weighted and high-resolution T2-weighted MRI

    Shapey, J., Wang, G., Dorent, R., Dimitriadis, A., Li, W., Paddick, I., Kitchen, N., Bisdas, S., Saeed, S. R., Ourselin, S., Bradford, R. & Vercauteren, T., 6 Dec 2019, In : Journal of Neurosurgery. p. 1-9 9 p.

    Research output: Contribution to journalArticle

  3. Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge

    Zhuang, X., Li, L., Payer, C., Štern, D., Urschler, M., Heinrich, M. P., Oster, J., Wang, C., Smedby, Ö., Bian, C., Yang, X., Heng, P-A., Mortazi, A., Bagci, U., Yang, G., Sun, C., Galisot, G., Ramel, J-Y., Brouard, T., Tong, Q. & 14 others, Si, W., Liao, X., Zeng, G., Shi, Z., Zheng, G., Wang, C., MacGillivray, T., Newby, D., Rhode, K., Ourselin, S., Mohiaddin, R., Keegan, J., Firmin, D. & Yang, G., 1 Dec 2019, In : Medical Image Analysis. 58, p. 101537 101537.

    Research output: Contribution to journalArticle

  4. Learning to see the invisible: A data-driven approach to finding the underlying patterns of abnormality in visually normal brain magnetic resonance images in patients with temporal lobe epilepsy

    Bennett, O. F., Kanber, B., Hoskote, C., Cardoso, M. J., Ourselin, S., Duncan, J. S. & Winston, G. P., 1 Dec 2019, In : Epilepsia. 60, 12, p. 2499-2507 9 p.

    Research output: Contribution to journalArticle

  5. Minimally invasive photoacoustic imaging: Current status and future perspectives

    Zhao, T., Desjardins, A. E., Ourselin, S., Vercauteren, T. & Xia, W., 1 Dec 2019, In : Photoacoustics. 16, 100146.

    Research output: Contribution to journalReview article

  6. Design and shared control of a flexible endoscope with autonomous distal tip alignment

    Ahmad, M. A., Ourak, M., Gruijthuijsen, C., Legrand, J., Vercauteren, T., Deprest, J., Ourselin, S. & Poorten, E. V., Dec 2019, 2019 19th International Conference on Advanced Robotics, ICAR 2019. Institute of Electrical and Electronics Engineers Inc., p. 647-653 7 p. 8981563. (2019 19th International Conference on Advanced Robotics, ICAR 2019).

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

  7. Micro-CT and histological investigation of the spatial pattern of feto-placental vascular density

    Aughwane, R., Schaaf, C., Hutchinson, J. C., Virasami, A., Zuluaga, M. A., Sebire, N., Arthurs, O. J., Vercauteren, T., Ourselin, S., Melbourne, A. & David, A. L., Dec 2019, In : Placenta. 88, p. 36-43 8 p.

    Research output: Contribution to journalArticle

  8. Reduced acquisition time PET pharmacokinetic modelling using simultaneous ASL–MRI: proof of concept

    Scott, C. J., Jiao, J., Melbourne, A., Burgos, N., Cash, D. M., De Vita, E., Markiewicz, P. J., O'Connor, A., Thomas, D. L., Weston, P. S. J., Schott, J. M., Hutton, B. F. & Ourselin, S., Dec 2019, In : Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism. 39, 12, p. 2419-2432 14 p.

    Research output: Contribution to journalArticle

  9. Photoacoustic imaging of the human placental vasculature

    Maneas, E., Aughwane, R., Huynh, N., Xia, W., Ansari, R., Kuniyil Ajith Singh, M., Hutchinson, J. C., Sebire, N. J., Arthurs, O. J., Deprest, J., Ourselin, S., Beard, P. C., Melbourne, A., Vercauteren, T., David, A. L. & Desjardins, A. E., 25 Nov 2019, In : Journal of biophotonics. 10 p., e201900167.

    Research output: Contribution to journalArticle

  10. Improved fetal blood oxygenation and placental estimated measurements of diffusion-weighted MRI using data-driven Bayesian modeling

    Flouri, D., Owen, D., Aughwane, R., Mufti, N., Maksym, K., Sokolska, M., Kendall, G., Bainbridge, A., Atkinson, D., Vercauteren, T., Ourselin, S., David, A. L. & Melbourne, A., 19 Nov 2019, In : Magnetic Resonance in Medicine.

    Research output: Contribution to journalArticle

  11. Age and hippocampal volume predict distinct parts of default mode network activity

    De Marco, M., Ourselin, S. & Venneri, A., 5 Nov 2019, In : Scientific Reports. 9, 1, 1 p., 16075.

    Research output: Contribution to journalArticle

  12. Longitudinal spinal cord atrophy in multiple sclerosis using the generalized boundary shift integral

    for the MAGNIMS Study Group, 1 Nov 2019, In : Annals of Neurology. 86, 5, p. 704-713 10 p.

    Research output: Contribution to journalArticle

  13. Macro-Micro Multi-Arm Robot for Single-Port Access Surgery

    Vandebroek, T., Ourak, M., Gruijthuijsen, C., Javaux, A., Legrand, J., Vercauteren, T., Ourselin, S., Deprest, J. & Poorten, E. V., Nov 2019, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2019. Institute of Electrical and Electronics Engineers Inc., p. 425-432 8 p. 8968219. (IEEE International Conference on Intelligent Robots and Systems).

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

  14. Super-resolution for upper abdominal MRI: Acquisition and post-processing protocol optimization using brain MRI control data and expert reader validation

    Ebner, M., Patel, P. A., Atkinson, D., Caselton, L., Firmin, L., Amin, Z., Bainbridge, A., De Coppi, P., Taylor, S. A., Ourselin, S., Chouhan, M. D. & Vercauteren, T., Nov 2019, In : Magnetic Resonance in Medicine. 82, 5, p. 1905-1919 15 p.

    Research output: Contribution to journalArticle

  15. Computer-Assisted Planning for Stereoelectroencephalography (SEEG)

    Vakharia, V. N., Sparks, R., Miserocchi, A., Vos, S. B., O’Keeffe, A., Rodionov, R., McEvoy, A. W., Ourselin, S. & Duncan, J. S., 1 Oct 2019, In : Neurotherapeutics. 16, 4, p. 1183-1197 15 p.

    Research output: Contribution to journalArticle

  16. Cortical cerebral blood flow in ageing: effects of haematocrit, sex, ethnicity and diabetes

    Smith, L. A., Melbourne, A., Owen, D., Cardoso, M. J., Sudre, C. H., Tillin, T., Sokolska, M., Atkinson, D., Chaturvedi, N., Ourselin, S., Hughes, A. D., Barkhof, F. & Jäger, H. R., 1 Oct 2019, In : European Radiology. 29, 10, p. 5549-5558 10 p.

    Research output: Contribution to journalArticle

  17. The Effect of Vascular Segmentation Methods on Stereotactic Trajectory Planning for Drug-Resistant Focal Epilepsy: A Retrospective Cohort Study

    Vakharia, V. N., Sparks, R., Vos, S. B., McEvoy, A. W., Miserocchi, A., Ourselin, S. & Duncan, J. S., 1 Oct 2019, In : World Neurosurgery: X. 4, 100057.

    Research output: Contribution to journalArticle

  18. Stochastic filter groups for multi-task cnns: Learning specialist and generalist convolution kernels

    Bragman, F., Tanno, R., Ourselin, S., Alexander, D. & Cardoso, J., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 1385-1394 10 p. 9009037. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

  19. Handheld Active Add-On Control Unit for a Cable-Driven Flexible Endoscope

    Legrand, J., Javaux, A., Ourak, M., Wenmakers, D., Vercauteren, T., Deprest, J., Ourselin, S., Denis, K. & Vander Poorten, E., 20 Sep 2019, In : Front. Robot. AI. 6

    Research output: Contribution to journalArticle

  20. Intraoperative multispectral and hyperspectral label-free imaging: A systematic review of in vivo clinical studies

    Shapey, J., Xie, Y., Nabavi, E., Bradford, R., Saeed, S. R., Ourselin, S. & Vercauteren, T., 1 Sep 2019, In : Journal of biophotonics. 12, 9, p. e201800455 e201800455.

    Research output: Contribution to journalReview article

  21. Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists

    Antonelli, M., Johnston, E. W., Dikaios, N., Cheung, K. K., Sidhu, H. S., Appayya, M. B., Giganti, F., Simmons, L. A. M., Freeman, A., Allen, C., Ahmed, H. U., Atkinson, D., Ourselin, S. & Punwani, S., 1 Sep 2019, In : European Radiology. 29, 9, p. 4754-4764 11 p.

    Research output: Contribution to journalArticle

  22. Multicenter validation of automated trajectories for selective laser amygdalohippocampectomy

    Vakharia, V. N., Sparks, R. E., Li, K., O'Keeffe, A. G., Pérez-García, F., França, L. G. S., Ko, A. L., Wu, C., Aronson, J. P., Youngerman, B. E., Sharan, A., McKhann, G., Ourselin, S. & Duncan, J. S., 1 Sep 2019, In : Epilepsia. 60, 9, p. 1949-1959 11 p.

    Research output: Contribution to journalArticle

  23. Stereoelectroencephalography electrode placement: Detection of blood vessel conflicts

    Li, K., Vakharia, V. N., Sparks, R., Rodionov, R., Vos, S. B., McEvoy, A. W., Miserocchi, A., Wang, M., Ourselin, S. & Duncan, J. S., 1 Sep 2019, In : Epilepsia. 60, 9, p. 1942-1948 7 p.

    Research output: Contribution to journalArticle

  24. The quantitative neuroradiology initiative framework: application to dementia

    Goodkin, O., Pemberton, H., Vos, S. B., Prados, F., Sudre, C. H., Moggridge, J., Cardoso, M. J., Ourselin, S., Bisdas, S., White, M., Yousry, T., Thornton, J. & Barkhof, F., Sep 2019, In : British Journal of Radiology. 92, 1101, p. 20190365 20190365.

    Research output: Contribution to journalReview article

  25. Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning

    Orbes-Arteaga, M., Varsavsky, T., Sudre, C. H., Eaton-Rosen, Z., Haddow, L. J., Sørensen, L., Nielsen, M., Pai, A., Ourselin, S., Modat, M., Nachev, P. & Cardoso, M. J., 16 Aug 2019, In : DART 2019. p. 54-62 9 p.

    Research output: Contribution to journalArticle

  26. Pruning strategies for efficient online globally consistent mosaicking in fetoscopy

    Tella-Amo, M., Peter, L., Shakir, D. I., Deprest, J., Stoyanov, D., Vercauteren, T. & Ourselin, S., 7 Aug 2019, In : Journal of medical imaging (Bellingham, Wash.). 6, 3, p. 035001 035001.

    Research output: Contribution to journalArticle

  27. STRUCTURE-FUNCTION RELATIONSHIPS IN THE FETO-PLACENTAL CIRCULATION FROM IN SILICO INTERPRETATION OF MICRO-CT VASCULAR STRUCTURES

    Byrne, M., Aughwane, R., James, J., Hutchinson, C., Arthurs, O., Sebire, N., Ourselin, S., David, A., Melbourne, A. & Clark, A., Aug 2019, In : Placenta. 83, p. E84-E84

    Research output: Contribution to journalMeeting Abstract

  28. As easy as 1, 2... 4? Uncertainty in counting tasks for medical imaging

    Eaton-Rosen, Z., Varsavsky, T., Ourselin, S. & Cardoso, M. J., 25 Jul 2019, In : Medical Image Computing and Computer Assisted Intervention -- MICCAI. p. 356-364 9 p.

    Research output: Contribution to journalArticle

  29. Longitudinal neuroanatomical and cognitive progression of posterior cortical atrophy

    Firth, N. C., Primativo, S., Marinescu, R. V., Shakespeare, T. J., Suarez-Gonzalez, A., Lehmann, M., Carton, A., Ocal, D., Pavisic, I., Paterson, R. W., Slattery, C. F., Foulkes, A. J. M., Ridha, B. H., Gil-Néciga, E., Oxtoby, N. P., Young, A. L., Modat, M., Cardoso, M. J., Ourselin, S., Ryan, N. S. & 10 others, Miller, B. L., Rabinovici, G. D., Warrington, E. K., Rossor, M. N., Fox, N. C., Warren, J. D., Alexander, D. C., Schott, J. M., Yong, K. X. X. & Crutch, S. J., 1 Jul 2019, In : Brain. 142, 7, p. 2082-2095 14 p.

    Research output: Contribution to journalArticle

  30. Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning

    for ADNI, 5 Jun 2019, In : Human Brain Mapping. 40, 13, p. 3982-4000 19 p.

    Research output: Contribution to journalArticle

  31. Applying causal models to explore the mechanism of action of simvastatin in progressive multiple sclerosis

    Eshaghi, A., Kievit, R. A., Prados, F., Sudre, C. H., Nicholas, J., Cardoso, M. J., Chan, D., Nicholas, R., Ourselin, S., Greenwood, J., Thompson, A. J., Alexander, D. C., Barkhof, F., Chataway, J. & Ciccarelli, O., 28 May 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 116, 22, p. 11020-11027 8 p.

    Research output: Contribution to journalArticle

  32. Automated fiber tract reconstruction for surgery planning: Extensive validation in language-related white matter tracts

    Mancini, M., Vos, S. B., Vakharia, V. N., O'Keeffe, A. G., Trimmel, K., Barkhof, F., Dorfer, C., Soman, S., Winston, G. P., Wu, C., Duncan, J. S., Sparks, R. & Ourselin, S., 28 May 2019, In : NeuroImage: Clinical. 23, 9 p., 101883.

    Research output: Contribution to journalArticle

  33. A multi-shell multi-tissue diffusion study of brain connectivity in early multiple sclerosis

    Tur, C., Grussu, F., Prados, F., Charalambous, T., Collorone, S., Kanber, B., Cawley, N., Altmann, D. R., Ourselin, S., Barkhof, F., Clayden, J. D., Toosy, A. T., Wheeler-Kingshott, C. AM. G. & Ciccarelli, O., 10 May 2019, In : Multiple Sclerosis Journal. p. 1-12 12 p.

    Research output: Contribution to journalArticle

  34. Segmentation of medial temporal subregions reveals early right-sided involvement in semantic variant PPA

    Bocchetta, M., Iglesias, J. E., Russell, L. L., Greaves, C. V., Marshall, C. R., Scelsi, M. A., Cash, D. M., Ourselin, S., Warren, J. D. & Rohrer, J. D., 10 May 2019, In : Alzheimer's research & therapy. 11, 1, p. 1-9 41.

    Research output: Contribution to journalArticle

  35. Evaluation of Haptic Feedback on Bimanually Teleoperated Laparoscopy for Endometriosis Surgery

    Portoles Diez, S. J., Borghesan, G., Joyeux, L., Meuleman, C., Deprest, J., Stoyanov, D., Ourselin, S., Vercauteren, T., Reynaerts, D. & Vander Poorten, E., 1 May 2019, In : IEEE Transactions on Biomedical Engineering. 66, 5, p. 1207-1221 15 p., 8469020.

    Research output: Contribution to journalArticle

  36. Robotic control of a multi-modal rigid endoscope combining optical imaging with all-optical ultrasound

    Dwyer, G., Colchester, R. J., Alles, E. J., Maneas, E., Ourselin, S., Vercauteren, T., Deprest, J., Poorten, E. V., Coppi, P. D., Desjardins, A. E. & Stoyanov, D., 1 May 2019, 2019 International Conference on Robotics and Automation, ICRA 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-May. p. 3882-3888 7 p. 8794289

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

  37. Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

    Wang, G., Li, W., Aertsen, M., Deprest, J., Ourselin, S. & Vercauteren, T., 21 Apr 2019, In : NEUROCOMPUTING. 338, p. 34-45 12 p.

    Research output: Contribution to journalArticle

  38. A framework for memory performance prediction from brain volume in preterm-born adolescents

    Irzan, H., O'Reilly, H., Ourselin, S., Marlow, N. & Melbourne, A., 1 Apr 2019, In : International Symposium on Biomedical Imaging (ISBI). 2019-April, p. 400-403 4 p.

    Research output: Contribution to journalArticle

  39. Cerebellar, limbic, and midbrain volume alterations in sudden unexpected death in epilepsy

    Allen, L. A., Vos, S. B., Kumar, R., Ogren, J. A., Harper, R. K., Winston, G. P., Balestrini, S., Wandschneider, B., Scott, C. A., Ourselin, S., Duncan, J. S., Lhatoo, S. D., Harper, R. M. & Diehl, B., 1 Apr 2019, In : Epilepsia. 60, 4, p. 718-729 12 p.

    Research output: Contribution to journalArticle

  40. Interactive virtual 3D models of renal cancer patient anatomies alter partial nephrectomy surgical planning decisions and increase surgeon confidence compared to volume-rendered images

    Hyde, E. R., Berger, L. U., Ramachandran, N., Hughes-Hallett, A., Pavithran, N. P., Tran, M. G. B., Ourselin, S., Bex, A. & Mumtaz, F. H., 1 Apr 2019, In : International Journal of Computer Assisted Radiology and Surgery. 14, 4, p. 723-732 10 p.

    Research output: Contribution to journalArticle

  41. Training recurrent neural networks robust to incomplete data: Application to Alzheimer's disease progression modeling

    for the Alzheimer's Disease Neuroimaging Initiative, Apr 2019, In : Medical Image Analysis. 53, p. 39-46 8 p.

    Research output: Contribution to journalArticle

  42. Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

    Kuijf, H. J., Biesbroek, J. M., De Bresser, J., Heinen, R., Andermatt, S., Bento, M., Berseth, M., Belyaev, M., Cardoso, M. J., Casamitjana, A., Collins, D. L., Dadar, M., Georgiou, A., Ghafoorian, M., Jin, D., Khademi, A., Knight, J., Li, H., Llado, X., Luna, M. & 24 others, Mahmood, Q., Mckinley, R., Mehrtash, A., Ourselin, S., Park, B., Park, H., Park, S. H., Pezold, S., Puybareau, E., Rittner, L., Sudre, C. H., Valverde, S., Vilaplana, V., Wiest, R., Xu, Y., Xu, Z., Zeng, G., Zhang, J., Zheng, G., Chen, C., Van Der Flier, W., Barkhof, F., Viergever, M. A. & Biessels, G. J., 19 Mar 2019, In : IEEE transactions on medical imaging. 38, 11, p. 2556-2568 13 p.

    Research output: Contribution to journalArticle

  43. PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

    Orbes-Arteaga, M., Sørensen, L., Cardoso, J., Modat, M., Ourselin, S., Sommer, S., Nielsen, M., Igel, C. & Pai, A., 15 Mar 2019, Medical Imaging 2019: Image Processing. Angelini, E. D., Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, Vol. 10949. 109490S

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

  44. Association of Piriform Cortex Resection With Surgical Outcomes in Patients With Temporal Lobe Epilepsy

    Galovic, M., Baudracco, I., Wright-Goff, E., Pillajo, G., Nachev, P., Wandschneider, B., Woermann, F., Thompson, P., Baxendale, S., McEvoy, A. W., Nowell, M., Mancini, M., Vos, S. B., Winston, G. P., Sparks, R., Prados, F., Miserocchi, A., de Tisi, J., Van Graan, L. A., Rodionov, R. & 13 others, Wu, C., Alizadeh, M., Kozlowski, L., Sharan, A. D., Kini, L. G., Davis, K. A., Litt, B., Ourselin, S., Moshé, S. L., Sander, J. W. A., Löscher, W., Duncan, J. S. & Koepp, M. J., 11 Mar 2019, In : JAMA Neurology. 76, 6, p. 690-700 11 p.

    Research output: Contribution to journalArticle

  45. Artificial intelligence for the real-time classification of intrapapillary capillary loop patterns in the endoscopic diagnosis of early oesophageal squamous cell carcinoma: A proof-of-concept study

    Everson, M., Garcia-Peraza-Herrera, L. C., Li, W., Luengo, I. M., Ahmad, O., Banks, M., Magee, C., Alzoubaidi, D., Hsu, H., Graham, D., Vercauteren, T., Lovat, L. B., Ourselin, S., Kashin, S., Wang, H., Wang, W. & Haidry, R., 1 Mar 2019, In : United European Gastroenterology Journal. 7, 2, p. 297-306 10 p.

    Research output: Contribution to journalArticle

  46. Placental Perfusion and Fetal Blood Oxygen Saturation Measured with MRI in Normal Pregnancy and Fetal Growth Restriction.

    Aughwane, R., Sokolska, M., Flouri, D., Spencer, R., Maksym, K., Mufti, N., Bainbridge, A., Atkinson, D., Kendall, G., Deprest, J., Vercauteren, T., Ourselin, S., Melbourne, A. & David, A. L., Mar 2019, In : Reproductive Sciences. 26, p. 114A-114A

    Research output: Contribution to journalMeeting Abstract

  47. Enhancing photoacoustic visualization of medical devices with elastomeric nanocomposite coatings

    Xia, W., Noimark, S., Maneas, E., Brown, N. M., Singh, M. K. A., Ourselin, S., West, S. J. & Desjardins, A. E., 27 Feb 2019, Proc. SPIE 10878, Photons Plus Ultrasound: Imaging and Sensing 2019. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, Vol. 10878. 6 p. 108783G

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

  48. Imaging of human peripheral blood vessels during cuff occlusion with a compact LED-based photoacoustic and ultrasound system

    Xia, W., Maneas, E., Huynh, N. T., Kuniyil Ajith Singh, M., Brown, N. M., Ourselin, S., Gilbert-Kawai, E., West, S. J. & Desjardins, A. E., 27 Feb 2019, Proc. SPIE 10878, Photons Plus Ultrasound: Imaging and Sensing 2019. Oraevsky, A. A. & Wang, L. V. (eds.). SPIE, Vol. 10878. 6 p. 1087804. (Photons Plus Ultrasound: Imaging and Sensing 2019).

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

  49. Clinical relevance of cortical network dynamics in early primary progressive MS

    Tur, C., Kanber, B., Eshaghi, A., Altmann, D. R., Khaleeli, Z., Prados, F., Ourselin, S., Thompson, A. J., Gandini Wheeler-Kingshott, C. A. M., Toosy, A. T. & Ciccarelli, O., 25 Feb 2019, In : Multiple Sclerosis Journal.

    Research output: Contribution to journalArticle

  50. Clinical Applications for Diffusion MRI and Tractography of Cranial Nerves Within the Posterior Fossa: A Systematic Review

    Shapey, J., Vos, S. B., Vercauteren, T., Bradford, R., Saeed, S. R., Bisdas, S. & Ourselin, S., 7 Feb 2019, In : Frontiers in Neuroscience. 13, FEB, 23.

    Research output: Contribution to journalReview article

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