| Enforcing mutual consistency of hard regions for semi-supervised medical image segmentation Y Wu, Z Ge, D Zhang, M Xu, L Zhang, Y Xia, J Cai Medical Image Analysis, 2022 | 264* | 2022 |
| Vessel-Net: Retinal vessel segmentation under multi-path supervision Y Wu, Y Xia, Y Song, D Zhang, D Liu, C Zhang, W Cai Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 172 | 2019 |
| 3D APA-Net: 3D adversarial pyramid anisotropic convolutional network for prostate segmentation in MR images H Jia, Y Xia, Y Song, D Zhang, H Huang, Y Zhang, W Cai IEEE transactions on medical imaging 39 (2), 447-457, 2019 | 125 | 2019 |
| Medical visual question answering: A survey Z Lin, D Zhang, Q Tao, D Shi, G Haffari, Q Wu, M He, Z Ge Artificial Intelligence in Medicine 143, 102611, 2023 | 118 | 2023 |
| Unsupervised instance segmentation in microscopy images via panoptic domain adaptation and task re-weighting D Liu, D Zhang, Y Song, F Zhang, L O'Donnell, H Huang, M Chen, W Cai Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 95 | 2020 |
| Rivulet: 3D neuron morphology tracing with iterative back-tracking S Liu, D Zhang, S Liu, D Feng, H Peng, W Cai Neuroinformatics 14, 387-401, 2016 | 83 | 2016 |
| Pdam: A panoptic-level feature alignment framework for unsupervised domain adaptive instance segmentation in microscopy images D Liu, D Zhang, Y Song, F Zhang, L O’Donnell, H Huang, M Chen, W Cai IEEE Transactions on Medical Imaging 40 (1), 154-165, 2020 | 80 | 2020 |
| Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images D Liu, D Zhang, Y Song, H Huang, W Cai IEEE transactions on image processing: a publication of the IEEE Signal …, 2021 | 71* | 2021 |
| Panoptic segmentation with an end-to-end cell R-CNN for pathology image analysis D Zhang, Y Song, D Liu, H Jia, S Liu, Y Xia, H Huang, W Cai Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 70 | 2018 |
| Automated 3-D neuron tracing with precise branch erasing and confidence controlled back tracking S Liu, D Zhang, Y Song, H Peng, W Cai IEEE transactions on medical imaging 37 (11), 2441-2452, 2018 | 64 | 2018 |
| Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion. D Liu, D Zhang, Y Song, C Zhang, F Zhang, L O'Donnell, W Cai IJCAI, 861-868, 2019 | 60 | 2019 |
| Segmenting neuronal structure in 3D optical microscope images via knowledge distillation with teacher-student network H Wang, D Zhang, Y Song, S Liu, Y Wang, D Feng, H Peng, W Cai 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 44 | 2019 |
| Deep attentive panoptic model for prostate cancer detection using biparametric MRI scans X Yu, B Lou, D Zhang, D Winkel, N Arrahmane, M Diallo, T Meng, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 41 | 2020 |
| Triple-crossing 2.5 d convolutional neural network for detecting neuronal arbours in 3d microscopic images S Liu, D Zhang, Y Song, H Peng, W Cai Machine Learning in Medical Imaging: 8th International Workshop, MLMI 2017 …, 2017 | 34 | 2017 |
| Feature learning with component selective encoding for histopathology image classification Y Song, H Chang, Y Gao, S Liu, D Zhang, J Yao, W Chrzanowski, W Cai 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 27 | 2018 |
| Nuclei instance segmentation with dual contour-enhanced adversarial network D Zhang, Y Song, S Liu, D Feng, Y Wang, W Cai 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018 | 27 | 2018 |
| Multiscale kernels for enhanced U-shaped network to improve 3D neuron tracing H Wang, D Zhang, Y Song, S Liu, H Huang, M Chen, H Peng, W Cai Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 21 | 2019 |
| Medical matting: a new perspective on medical segmentation with uncertainty L Wang, L Ju, D Zhang, X Wang, W He, Y Huang, Z Yang, X Yao, X Zhao, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 20 | 2021 |
| Automated 3D soma segmentation with morphological surface evolution for neuron reconstruction D Zhang, S Liu, Y Song, D Feng, H Peng, W Cai Neuroinformatics 16, 153-166, 2018 | 20 | 2018 |
| Contrastive pre-training and linear interaction attention-based transformer for universal medical reports generation Z Lin, D Zhang, D Shi, R Xu, Q Tao, L Wu, M He, Z Ge Journal of Biomedical Informatics 138, 104281, 2023 | 15 | 2023 |
Weidong (Tom) CaiSchool of Computer Science, The University of SydneyAdresă de e-mail confirmată pe sydney.edu.au
