Projects per year
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Active
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Machine learning models for personalised epilepsy management
Kwan, P., Chen, B., Zhang, D., Foster, E., Haffari, R., Vaughan, D., Lawn, N. D., Perucca, P., Nicolo, J., Carney, P., Brodie, M. J., Ge, Z. & Anderson, A.
1/01/22 → 31/12/24
Project: Research
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Autonomous incident detection on spectrometers using deep convolutional models
Zhang, X., Zhang, D., Leye, A., Scott, A., Visser, L., Ge, Z. & Bonnington, P., 2022, In: Sensors. 22, 1, 18 p., 160.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Medical matting: a new perspective on medical segmentation with uncertainty
Wang, L., Ju, L., Zhang, D., Wang, X., He, W., Huang, Y., Yang, Z., Yao, X., Zhao, X., Ye, X. & Ge, Z., 2021, 24th International Conference Strasbourg, France, September 27 – October 1, 2021 Proceedings, Part III. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Cham Switzerland: Springer, p. 573-583 11 p. (Lecture Notes in Computer Science; vol. 12903).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Panoptic feature fusion net: a novel instance segmentation paradigm for biomedical and biological images
Liu, D., Zhang, D., Song, Y., Huang, H. & Cai, W., 2021, In: IEEE Transactions on Image Processing. 30, p. 2045-2059 15 p.Research output: Contribution to journal › Article › Research › peer-review
6 Citations (Scopus) -
PDAM: a panoptic-level feature alignment framework for unsupervised domain adaptive instance segmentation in microscopy images
Liu, D., Zhang, D., Song, Y., Zhang, F., O'Donnell, L., Huang, H., Chen, M. & Cai, W., Jan 2021, In: IEEE Transactions on Medical Imaging. 40, 1, p. 154-165 12 p., 9195030.Research output: Contribution to journal › Article › Research › peer-review
10 Citations (Scopus) -
3D APA-Net: 3D adversarial pyramid anisotropic convolutional network for prostate segmentation in MR images
Jia, H., Xia, Y., Song, Y., Zhang, D., Huang, H., Zhang, Y. & Cai, W., Feb 2020, In: IEEE Transactions on Medical Imaging. 39, 2, p. 447-457 11 p., 8759928.Research output: Contribution to journal › Article › Research › peer-review
42 Citations (Scopus)