Edinburgh Research Explorer

Chengjia Wang

Scientist in Machine Learning for Medical Imaging

  1. 2020
  2. 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

  3. 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

  4. 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

  5. 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

  6. 2019
  7. 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

  8. 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

  9. 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

  10. 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

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