Few-shot learning by a cascaded framework with shape-constrained pseudo label assessment for whole heart segmentation W Wang, Q Xia, Z Hu, Z Yan, Z Li, Y Wu, N Huang, Y Gao, D Metaxas, ... IEEE Transactions on Medical Imaging 40 (10), 2629-2641, 2021 | 43 | 2021 |
Self-ensembling contrastive learning for semi-supervised medical image segmentation J Xiang, Z Li, W Wang, Q Xia, S Zhang arXiv preprint arXiv:2105.12924, 2021 | 19 | 2021 |
Training like a medical resident: universal medical image segmentation via context prior learning Y Gao, Z Li, D Liu, M Zhou, S Zhang, DN Meta CVPR 2024, 2023 | 13 | 2023 |
Steering prototypes with prompt-tuning for rehearsal-free continual learning Z Li, L Zhao, Z Zhang, H Zhang, D Liu, T Liu, DN Metaxas Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 10 | 2024 |
Contrastive and selective hidden embeddings for medical image segmentation Z Liu, Z Li, Z Hu, Q Xia, R Xiong, S Zhang, T Jiang IEEE Transactions on Medical Imaging 41 (11), 3398-3410, 2022 | 8 | 2022 |
A deep reinforced tree-traversal agent for coronary artery centerline extraction Z Li, Q Xia, Z Hu, W Wang, L Xu, S Zhang Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 7 | 2021 |
Segmentation to label: automatic coronary artery labeling from mask parcellation Z Li, Q Xia, W Wang, Z Yan, R Yin, C Pan, D Metaxas Machine Learning in Medical Imaging: 11th International Workshop, MLMI 2020 …, 2020 | 7 | 2020 |
Deformer: Integrating transformers with deformable models for 3d shape abstraction from a single image D Liu, X Yu, M Ye, Q Zhangli, Z Li, Z Zhang, DN Metaxas Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 5 | 2023 |
Towards self-supervised and weight-preserving neural architecture search Z Li, Y Gao, Z Zha, Z Hu, Q Xia, S Zhang, DN Metaxas European Conference on Computer Vision, 3-19, 2022 | 4 | 2022 |
One-shot learning for function-specific region segmentation in mouse brain X Zhang, Z Li, PJ Wang, KY Liao, SJ Chou, SF Chang, JC Liao 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 1 | 2019 |
Implicit In-context Learning Z Li, Z Xu, L Han, Y Gao, S Wen, D Liu, H Wang, DN Metaxas arXiv preprint arXiv:2405.14660, 2024 | | 2024 |