| Suggestive annotation: A deep active learning framework for biomedical image segmentation L Yang, Y Zhang, J Chen, S Zhang, DZ Chen International conference on medical image computing and computer-assisted …, 2017 | 454 | 2017 |
| Combining fully convolutional and recurrent neural networks for 3d biomedical image segmentation J Chen, L Yang, Y Zhang, M Alber, DZ Chen Advances in neural information processing systems, 3036-3044, 2016 | 382 | 2016 |
| Deep adversarial networks for biomedical image segmentation utilizing unannotated images Y Zhang, L Yang, J Chen, M Fredericksen, DP Hughes, DZ Chen International Conference on Medical Image Computing and Computer-Assisted …, 2017 | 301 | 2017 |
| Quantization of fully convolutional networks for accurate biomedical image segmentation X Xu, Q Lu, L Yang, S Hu, D Chen, Y Hu, Y Shi Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 94 | 2018 |
| Coarse-to-fine stacked fully convolutional nets for lymph node segmentation in ultrasound images Y Zhang, MTC Ying, L Yang, AT Ahuja, DZ Chen 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2016 | 77 | 2016 |
| 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 | 67 | 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, 5909-5916, 2019 | 67 | 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 | 61 | 2018 |
| Label-free visualization and characterization of extracellular vesicles in breast cancer S You, R Barkalifa, EJ Chaney, H Tu, J Park, JE Sorrells, Y Sun, YZ Liu, ... Proceedings of the National Academy of Sciences 116 (48), 24012-24018, 2019 | 57 | 2019 |
| 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, 5901-5908, 2019 | 44 | 2019 |
| 3D Segmentation of Glial Cells Using Fully Convolutional Networks and k-Terminal Cut L Yang, Y Zhang, IH Guldner, S Zhang, DZ Chen International Conference on Medical Image Computing and Computer-Assisted …, 2016 | 39 | 2016 |
| 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 | 29 | 2018 |
| 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 Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6925-6932, 2020 | 27 | 2020 |
| Real-time intraoperative diagnosis by deep neural network driven multiphoton virtual histology S You, Y Sun, L Yang, J Park, H Tu, M Marjanovic, S Sinha, SA Boppart npj Precision Oncology 3 (1), 1-8, 2019 | 26 | 2019 |
| Noninvasive vasculature detection using laser speckle imaging in avian embryos through intact egg in early incubation stage L Yang, S You, L Zhang, T Yang, P Li, J Lu Biomedical optics express 4 (1), 32-37, 2013 | 22 | 2013 |
| 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 | 20 | 2019 |
| Surgical video retrieval based on preoperative images M Habbecke, JK Barral, L Yang, X Jin US Patent App. 16/299,965, 2019 | 18 | 2019 |
| SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation Y Zhang, L Yang, H Zheng, P Liang, C Mangold, RG Loreto, DP Hughes, ... arXiv preprint arXiv:1903.00035, 2019 | 16 | 2019 |
| Cascade decoder: a universal decoding method for biomedical image segmentation P Liang, J Chen, H Zheng, L Yang, Y Zhang, DZ Chen 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 14 | 2019 |
| An integrative platform for three-dimensional quantitative analysis of spatially heterogeneous metastasis landscapes IH Guldner, L Yang, KR Cowdrick, Q Wang, WVA Barrios, VR Zellmer, ... Scientific reports 6, 24201, 2016 | 14 | 2016 |
Hao ZhengUniversity of PennsylvaniaVerified email at pennmedicine.upenn.edu
