| Fixmatch: Simplifying semi-supervised learning with consistency and confidence K Sohn, D Berthelot, CL Li, Z Zhang, N Carlini, ED Cubuk, A Kurakin, ... Advances in Neural Information Processing Systems, 2020 | 827 | 2020 |
| fastMRI: An open dataset and benchmarks for accelerated MRI J Zbontar, F Knoll, A Sriram, T Murrell, Z Huang, MJ Muckley, A Defazio, ... arXiv preprint arXiv:1811.08839, 2018 | 333 | 2018 |
| Translating and segmenting multimodal medical volumes with cycle-and shape-consistency generative adversarial network Z Zhang, L Yang, Y Zheng Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 293 | 2018 |
| Mdnet: A semantically and visually interpretable medical image diagnosis network Z Zhang, Y Xie, F Xing, M McGough, L Yang Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 246 | 2017 |
| Photographic text-to-image synthesis with a hierarchically-nested adversarial network Z Zhang, Y Xie, L Yang Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 238 | 2018 |
| Pancreas segmentation in MRI using graph-based decision fusion on convolutional neural networks J Cai, L Lu, Z Zhang, F Xing, L Yang, Q Yin International Conference on Medical Image Computing and Computer-Assisted …, 2016 | 141 | 2016 |
| Pathologist-level interpretable whole-slide cancer diagnosis with deep learning Z Zhang, P Chen, M McGough, F Xing, C Wang, M Bui, Y Xie, M Sapkota, ... Nature Machine Intelligence 1 (6), 289, 2019 | 134 | 2019 |
| Consistency regularization for generative adversarial networks H Zhang, Z Zhang, A Odena, H Lee International Conference on Learning Representations, 2019 | 131 | 2019 |
| A simple semi-supervised learning framework for object detection K Sohn, Z Zhang, CL Li, H Zhang, CY Lee, T Pfister arXiv preprint arXiv:2005.04757, 2020 | 128 | 2020 |
| fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ... Radiology: Artificial Intelligence 2 (1), e190007, 2020 | 105 | 2020 |
| Spatial clockwork recurrent neural network for muscle perimysium segmentation Y Xie, Z Zhang, M Sapkota, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2016 | 72 | 2016 |
| Image augmentations for gan training Z Zhao, Z Zhang, T Chen, S Singh, H Zhang arXiv preprint arXiv:2006.02595, 2020 | 68 | 2020 |
| Distilling Effective Supervision from Severe Label Noise Z Zhang, H Zhang, SO Arik, H Lee, T Pfister Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2020 | 66 | 2020 |
| PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Y Zou, Z Zhang, H Zhang, CL Li, X Bian, JB Huang, T Pfister International Conference on Learning Representations, 2020 | 56 | 2020 |
| Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition Z Zhang, A Romero, MJ Muckley, P Vincent, L Yang, M Drozdzal Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019 | 55 | 2019 |
| Consistency-Based Semi-Supervised Active Learning: Towards Minimizing Labeling Cost M Gao, Z Zhang, G Yu, SO Arik, LS Davis, T Pfister Proceedings of the European Conference on Computer Vision (ECCV), 2020 | 52 | 2020 |
| Towards Cross-modal Organ Translation and Segmentation: A Cycle-and Shape-Consistent Generative Adversarial Network Z Zhang, J Cai, L Cui, Y Zheng, L Yang Medical Image Analysis, 2018 | 51 | 2018 |
| Tandemnet: Distilling knowledge from medical images using diagnostic reports as optional semantic references Z Zhang, P Chen, M Sapkota, L Yang International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 50 | 2017 |
| Kernel-based supervised discrete hashing for image retrieval X Shi, F Xing, J Cai, Z Zhang, Y Xie, L Yang European Conference on Computer Vision, 419-433, 2016 | 50 | 2016 |
| Improved consistency regularization for gans Z Zhao, S Singh, H Lee, Z Zhang, A Odena, H Zhang Proceedings of the AAAI Conference on Artificial Intelligence, 2020 | 45 | 2020 |
Lin YangUniversity of FloridaEmail confirmado em bme.ufl.edu
