| CNS-native myeloid cells drive immune suppression in the brain metastatic niche through Cxcl10 IH Guldner, Q Wang, L Yang, SM Golomb, Z Zhao, JA Lopez, A Brunory, ... Cell 183 (5), 1234-1248. e25, 2020 | 110 | 2020 |
| A new ensemble learning framework for 3D biomedical image segmentation H Zheng, Y Zhang, L Yang, P Liang, Z Zhao, C Wang, DZ Chen Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5909-5916, 2019 | 90 | 2019 |
| Deep learning based instance segmentation in 3D biomedical images using weak annotation Z Zhao, L Yang, H Zheng, IH Guldner, S Zhang, DZ Chen Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 81 | 2018 |
| Biomedical image segmentation via representative annotation H Zheng, L Yang, J Chen, J Han, Y Zhang, P Liang, Z Zhao, C Wang, ... Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5901-5908, 2019 | 71 | 2019 |
| Boxnet: Deep learning based biomedical image segmentation using boxes only annotation L Yang, Y Zhang, Z Zhao, H Zheng, P Liang, MTC Ying, AT Ahuja, ... arXiv preprint arXiv:1806.00593, 2018 | 37 | 2018 |
| An irregular metal trace inpainting network for x‐ray CT metal artifact reduction C Peng, B Li, M Li, H Wang, Z Zhao, B Qiu, DZ Chen Medical Physics 47 (9), 4087-4100, 2020 | 30 | 2020 |
| Hierarchical self-supervised learning for medical image segmentation based on multi-domain data aggregation H Zheng, J Han, H Wang, L Yang, Z Zhao, C Wang, DZ Chen Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 25 | 2021 |
| HFA-Net: 3D cardiovascular image segmentation with asymmetrical pooling and content-aware fusion H Zheng, L Yang, J Han, Y Zhang, P Liang, Z Zhao, C Wang, DZ Chen Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 25 | 2019 |
| Ccf-gnn: A unified model aggregating appearance, microenvironment, and topology for pathology image classification H Wang, G Huang, Z Zhao, L Cheng, A Juncker-Jensen, ML Nagy, X Lu, ... IEEE Transactions on Medical Imaging 42 (11), 3179-3193, 2023 | 9 | 2023 |
| A coarse-to-fine data generation method for 2D and 3D cell nucleus segmentation Z Zhao, H Wang, Y Zhang, H Zheng, S Zhang, DZ Chen 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems …, 2020 | 5 | 2020 |
| Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction H Wang, Y Yang, Z Zhao, P Gu, N Sapkota, DZ Chen arXiv preprint arXiv:2403.11375, 2024 | 2 | 2024 |
| Shmc-Net: A Mask-Guided Feature Fusion Network for Sperm Head Morphology Classification N Sapkota, Y Zhang, S Li, P Liang, Z Zhao, J Zhang, X Zha, Y Zhou, ... 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-5, 2024 | | 2024 |
| Annotation Efficient Deep Learning Methods for Problems in Biomedical Image Analysis Z Zhao University of Notre Dame, 2024 | | 2024 |
Danny Z ChenProfessor of Computer Science & Engineering, University of Notre DameVerified email at nd.edu
