Projects per year
Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Google Travel Award: Diversified and Personalized Multi-rater Medical Image Segmentation
Wu, Y. (Primary Chief Investigator (PCI)) & Cai, J. (Supervisor)
3/06/24 → 2/06/25
Project: Research
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Diversified and Personalized Multi-Rater Medical Image Segmentation
Wu, Y., Luo, X., Xu, Z., Guo, X., Ju, L., Ge, Z., Liao, W. & Cai, J., 2024, Proceedings, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. Mortensen, E. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 11470-11479 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
6 Citations (Scopus) -
Reliability-Adaptive Consistency regularization for weakly-supervised point cloud segmentation
Wu, Z., Wu, Y., Lin, G. & Cai, J., Jun 2024, In: International Journal of Computer Vision. 132, 6, p. 2276-2289 14 p.Research output: Contribution to journal › Article › Research › peer-review
8 Citations (Scopus) -
CoactSeg: Learning from heterogeneous data for new multiple sclerosis lesion segmentation
Wu, Y., Wu, Z., Shi, H., Picker, B., Chong, W. & Cai, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference Vancouver, BC, Canada, October 8–12, 2023 Proceedings, Part VIII. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Cham Switzerland: Springer, p. 3-13 11 p. (Lecture Notes in Computer Science; vol. 14227).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
4 Citations (Scopus) -
Dual adaptive transformations for weakly supervised point cloud segmentation
Wu, Z., Wu, Y., Lin, G., Cai, J. & Qian, C., 2022, Computer Vision – ECCV 2022 - 17th European Conference Tel Aviv, Israel, October 23–27, 2022 Proceedings, Part XXXI. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Cham Switzerland : Springer, p. 78-96 19 p. (Lecture Notes in Computer Science; vol. 13691).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
22 Citations (Scopus) -
Exploring smoothness and class-separation for semi-supervised medical image segmentation
Wu, Y., Wu, Z., Wu, Q., Ge, Z. & Cai, J., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference Singapore, September 18–22, 2022 Proceedings, Part V. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Cham Switzerland : Springer, p. 34-43 10 p. (Lecture Notes in Computer Science; vol. 13435).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
103 Citations (Scopus)