| A New Ensemble Learning Framework for 3D Biomedical Image Segmentation H Zheng, Y Zhang, L Yang, P Liang, Z Zhao, C Wang, DZ Chen The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) 33 …, 2019 | 96 | 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 International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 86 | 2018 |
| Biomedical Image Segmentation via Representative Annotation H Zheng, L Yang, J Chen, J Han, Y Zhang, P Liang, Z Zhao, C Wang, ... The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) 33 …, 2019 | 75 | 2019 |
| SSR-VFD: Spatial Super-Resolution for Vector Field Data Analysis and Visualization L Guo, S Ye, J Han, H Zheng, H Gao, DZ Chen, JX Wang, C Wang 2020 IEEE Pacific Visualization Symposium (PacificVis), 71-80, 2020 | 64 | 2020 |
| Cartilage Segmentation in High-Resolution 3D Micro-CT Images via Uncertainty-Guided Self-training with Very Sparse Annotation H Zheng, SMM Perrine, MK Pitirri, K Kawasaki, C Wang, JT Richtsmeier, ... International Conference on Medical Image Computing and Computer-Assisted …, 2020 | 50 | 2020 |
| Flow Field Reduction via Reconstructing Vector Data from 3D Streamlines Using Deep Learning J Han, J Tao, H Zheng, H Guo, DZ Chen, C Wang IEEE Computer Graphics and Applications (Special Issue on Visual Computing …, 2019 | 46 | 2019 |
| STNet: An End-to-End Generative Framework for Synthesizing Spatiotemporal Super-Resolution Volumes J Han, H Zheng, DZ Chen, C Wang IEEE Transactions on Visualization and Computer Graphics 28 (1), 270 - 280, 2022 | 44 | 2022 |
| An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training H Zheng, Y Zhang, L Yang, C Wang, DZ Chen The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) 34 …, 2020 | 44 | 2020 |
| 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 | 39 | 2018 |
| V2V: A deep learning approach to variable-to-variable selection and translation for multivariate time-varying data J Han, H Zheng, Y Xing, DZ Chen, C Wang IEEE Transactions on Visualization and Computer Graphics (IEEE SciVis 2020 …, 2021 | 37 | 2021 |
| Large-scale point-of-interest category prediction using natural language processing models DY Zhang, D Wang, H Zheng, X Mu, Q Li, Y Zhang IEEE International Conference on Big Data (Big Data), 1027-1032, 2017 | 37 | 2017 |
| 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 International Conference on Medical Image Computing and Computer Assisted …, 2021 | 27 | 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 International Conference on Medical Image Computing and Computer-Assisted …, 2019 | 25 | 2019 |
| SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation Y Zhang, L Yang, H Zheng, P Liang, C Mangold, RG Loreto, DP Hughes, ... 2nd International Conference on Medical Imaging with Deep Learning (MIDL 2019), 2019 | 25 | 2019 |
| Transland: An adversarial transfer learning approach for migratable urban land usage classification using remote sensing Y Zhang, R Zong, J Han, H Zheng, Q Lou, D Zhang, D Wang 2019 IEEE International Conference on Big Data (Big Data), 1567-1576, 2019 | 21 | 2019 |
| Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation P Liang, J Chen, H Zheng, L Yang, Y Zhang, DZ Chen IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019 | 18 | 2019 |
| KCB-Net: A 3D Knee Cartilage and Bone Segmentation Network via Sparse Annotation Y Peng, H Zheng, P Liang, L Zhang, F Zaman, X Wu, M Sonka, DZ Chen Medical Image Analysis, 102574, 2022 | 16 | 2022 |
| kCBAC-Net: Deeply supervised complete bipartite networks with asymmetric convolutions for medical image segmentation P Gu, H Zheng, Y Zhang, C Wang, DZ Chen International Conference on Medical Image Computing and Computer Assisted …, 2021 | 14 | 2021 |
| Meckel's cartilage in mandibular development and dysmorphogenesis MK Pitirri, EL Durham, NA Romano, JI Santos, AP Coupe, H Zheng, ... Frontiers in genetics 13, 871927, 2022 | 13 | 2022 |
| AntVis: A web-based visual analytics tool for exploring ant movement data T Hu, H Zheng, C Liang, S Zhu, N Imirzian, Y Zhang, C Wang, DP Hughes, ... Visual Informatics 4 (1), 58-70, 2020 | 12 | 2020 |
Danny Z ChenProfessor of Computer Science & Engineering, University of Notre DameVerified email at nd.edu
