| 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 | 634 | 2017 |
| 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 | 488 | 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 | 438 | 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 | 134 | 2020 |
| 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 | 120 | 2018 |
| 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 | 98 | 2019 |
| 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 | 95 | 2016 |
| 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 | 93 | 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 | 85 | 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 | 76 | 2019 |
| ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders S Xu, L Yang, C Kelly, M Sieniek, T Kohlberger, M Ma, WH Weng, A Kiraly, ... arXiv preprint arXiv:2308.01317, 2023 | 63 | 2023 |
| Surgical video retrieval based on preoperative images M Habbecke, JK Barral, L Yang, X Jin US Patent App. 16/299,965, 2019 | 50* | 2019 |
| Step-based system for providing surgical intraoperative cues JK Barral, M Habbecke, X Jin, L Yang US Patent App. 16/243,543, 2019 | 47* | 2019 |
| 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 | 45 | 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 | 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 | 42 | 2016 |
| Advancing Multimodal Medical Capabilities of Gemini L Yang, S Xu, A Sellergren, T Kohlberger, Y Zhou, I Ktena, A Kiraly, ... arXiv preprint arXiv:2405.03162, 2024 | 41 | 2024 |
| 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 | 41 | 2018 |
| 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 | 32 | 2021 |
| 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 | 29 | 2013 |
Danny Z ChenProfessor of Computer Science & Engineering, University of Notre DameVerified email at nd.edu
