Edinburgh Research Explorer

Chengjia Wang

Scientist in Machine Learning for Medical Imaging

  1. Aortic Wall Inflammation Predicts Abdominal Aortic Aneurysm Expansion, Rupture, and Need for Surgical Repair.

    The MA3RS Study Investigators , Newby, D., Forsythe, R., McBride, O., Robson, J., Vesey, A., Chalmers, R., Burns, P., Garden, O. J., Semple, S., Dweck, M., Gray, C., MacGillivray, T., Wang, C., Koutraki, Y. G., Mitchard, N., Cooper, A., van Beek, E., McKillop, G., Ho, W. & 26 others, Fraser, L., Cuthbert, H., Hoskins, P., Doyle, B., Conlisk, N., Stuart, W., Berry, C., Roditi, G., Murdoch, L., Holdsworth, R., Scott, E., Milne, L., Strachan, F., Wee, F., Oatey, K., Graham, C., Murray, G., Milne, G., Bucukoglu, M., Goodman, K., Kaczynski, J., Shah, A. S. V., Tambyraja, A., Brittenden, J., Lambie, R. & Norrie, J., 29 Aug 2017, In: Circulation. 136, 9, p. 787–797 11 p.

    Research output: Contribution to journalArticlepeer-review

  2. 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., Dec 2019, In: Medical image analysis. 58, p. 101537

    Research output: Contribution to journalArticlepeer-review

  3. DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis

    Wang, C., Yang, G., Papanastasiou, G., Tsaftaris, S. A., Newby, D. E., Gray, C., Macnaught, G. & MacGillivray, T., 23 Oct 2020, In: International Journal of Information Fusion.

    Research output: Contribution to journalArticlepeer-review

  4. A robust automated multi-modality registration tool applied to abdominal aortic aneurysm

    Wang, C., Koutraki, G., McBride, O., Vesey, A., Macgillivray, T., Gray, C., Newby, D., Goatman, K. & Semple, S., 2014, The International Society for Magnetic Resonance in Medicine (ISMRM).

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

  5. Robust registration software of multi-parametric cardiac MR data with presence of motion-related artefacts and intensity non-homogeneity - ESMRMB 2015, 32nd Annual Scientific Meeting

    Wang, C., Stirrat, C., Alam, S., Dweck, M., Chin, C., MacGillivray, T., Gray, C., Newby, D. & Semple, S., 1 Oct 2015, In: Magnetic Resonance Materials in Physics, Biology and Medicine. 28, S1, p. 237

    Research output: Contribution to journalArticlepeer-review

  6. Distance Oriented Particle Swarm Optimizer for Brain Image Registration

    Wang, C., goatman, K., Boardman, J., Beveridge, E., Newby, D. & Semple, S., 29 Mar 2019, In: IEEE Access. 7, p. 56016 - 56027

    Research output: Contribution to journalArticlepeer-review

  7. Automatic classification of abdominal aortic aneurysms to identify patients at risk of aneurysm expansion and rupture

    Sourgia-koutraki, G., McBride, O., Robson, J., Forsythe, R., Wang, C., MacGillivray, T., Gray, C., Goatman, K., Camilleri-Brennan, J., Newby, D. & Semple, S., 2015, In: Magnetic Resonance Materials in Physics, Biology and Medicine. 28, S1, p. s237-s238 2 p., 309.

    Research output: Contribution to journalMeeting abstractpeer-review

  8. Automatic detection of inflammatory ‘hotspots’ in abdominal aneurysms to identify patients at risk of aneurysm expansion and rupture.

    Sourgia-Koutraki, Y., Wang, C., Robson, J. M. J., Mcbride, O., Forsythe, R., MacGillivray, T., Gray, C., goatman, K., brennan, J., Newby, D. & Semple, S., 2015.

    Research output: Contribution to conferenceAbstractpeer-review

  9. Quantitative myocardial inflammation assessed using a novel USPIO-Magnetic Resonance Imaging acquisition and analysis protocol

    Semple, S., Alam, S. R., Macgillivray, T. J., Dweck, M. R., Shah, A. S., Richards, J., Wang, C., Lang, N., Mckillop, G., Mirsadraee, S., Pessotto, R., Zamvar, V., Henriksen, P. & Newby, D., 30 Jan 2013, In: Journal of Cardiovascular Magnetic Resonance. 15, Suppl 1, p. O114

    Research output: Contribution to journalArticlepeer-review

  10. Data-driven gross patient motion detection and compensation: Implications for coronary 18F-NaF PET imaging

    Lyngby Lassen, M., Kwiecinski, J., Cadet, S., Dey, D., Wang, C., Dweck, M., Newby, D., Berman, D. & Slomka, P. J., 15 Nov 2018, In: Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology.

    Research output: Contribution to journalArticlepeer-review

  11. Tri-modal imaging of gold-dotted magnetic nanoparticles (Au*MNPs) for magnetic resonance imaging (MRI), computerised tomography (CT) and intravascular ultrasound (IVUS): an in vitro study

    Kuhn, J., Papanastasiou, G., Tai, C-W., Moran, C. M., Jansen, M., Tavares, A. A. S., Lennen, R. J., Alcaide-corral, C. J., Wang, C., Thomson, A. J. W., Berry, C. C. & Yiu, H. H. P., 11 Sep 2020, In: Nanomedicine.

    Research output: Contribution to journalArticlepeer-review

  12. 3D Visualisation of ‘Hotspots’ of Inflammation in Abdominal Aortic Aneurysms (AAA)

    Koutraki, G. S., Wang, C., McBride, O., MacGillivray, T. J., Gray, C. D., Newby, D. E. & Semple, S. I. K., 2014, SINAPSE Annual Scientific Meeting.

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

  13. Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling

    Jiang, H., Wang, C., Chartsias, A. & Tsaftaris, S., 21 Dec 2020, MyoPS: Myocardial Pathology Segmentation Combining Multi-Sequence CMR Challenge: Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic Resonance Images. Springer, p. 68-81 (Lecture Notes in Computer Science ; vol. 12554).

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

  14. Monitoring the biological activity of abdominal aortic aneurysms: beyond ultrasound

    Forsythe, R., McBride, O., Semple, S., Gray, C., MacGillivray, T., Dweck, M., Vesey, A., Wang, C., Sourgia-koutraki, G., Fletcher, A. M., van Beek, E., Weir, G. J., McKillop, G., Graham, C., Murray, G., Robson, J. & Newby, D., 2016.

    Research output: Contribution to conferenceAbstractpeer-review

  15. Magnetic Resonance Imaging Using Ultrasmall Superparamagnetic Particles of Iron Oxide in Patients Under Surveillance for Abdominal Aortic Aneurysms to Predict Rupture or Surgical Repair: The MA3RS Study

    Forsythe, R. O., McBride, O., Robson, J., Vesey, A., Chalmers, R., Burns, P., Garden, O. J., Robson, J., Semple, S., R.Dweck, M., Gray, C., MacGillivray, T., Wang, C., Koutraki, Y. G., Mitchard, N., Cooper, A., van Beek, E., McKillop, G., Ho, W., Fraser, L. & 12 others, Cuthbert, H., Hoskins, P., Doyle, B., Conlisk, N., Stuart, W., Berry, C., Roditi, G., Murdoch, L., Holdsworth, R., Scott, E., Newby, D. & MA3RS Study Investigators, T. MARS. S., 1 Jun 2017, In: Journal of Vascular Surgery. 65, 6, p. 35S

    Research output: Contribution to journalMeeting abstractpeer-review

  16. Disentangle, align and fuse for multimodal and semi-supervised image segmentation

    Chartsias, A., Papanastasiou, G., Wang, C., Semple, S., Newby, D., Dharmakumar, R. & Tsaftaris, S. A., 6 Nov 2020, In: IEEE Transactions on Medical Imaging. p. 1-10 10 p.

    Research output: Contribution to journalArticlepeer-review

  17. Multimodal cardiac segmentation using disentangled representation learning

    Chartsias, A., Papanastasiou, G., Wang, C., Stirrat, C., Semple, S., Newby, D., Dharmakumar, R. & Tsaftaris, S., 2019.

    Research output: Contribution to conferencePaperpeer-review

  18. Multimodal cardiac segmentation using disentangled representations

    Chartsias, A., Papanastasiou, G., Wang, C., Stirrat, C., Semple, S., Newby, D., Dharmakumar, R. & Tsaftaris, S., 9 Aug 2019, (Accepted/In press) STACOM: Statistical Atlases and Computational Models of the Heart.. Springer

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