| Domain-specific language model pretraining for biomedical natural language processing Y Gu, R Tinn, H Cheng, M Lucas, N Usuyama, X Liu, T Naumann, J Gao, ... ACM Transactions on Computing for Healthcare (HEALTH) 3 (1), 1-23, 2021 | 1435 | 2021 |
| Fine-tuning large neural language models for biomedical natural language processing R Tinn, H Cheng, Y Gu, N Usuyama, X Liu, T Naumann, J Gao, H Poon Patterns 4 (4), 2023 | 68 | 2023 |
| Extracting medications and associated adverse drug events using a natural language processing system combining knowledge base and deep learning L Chen*, Y Gu*, X Ji, Z Sun, H Li, Y Gao, Y Huang Journal of the American Medical Informatics Association 27 (1), 56-64, 2020 | 59 | 2020 |
| Clinical trial cohort selection based on multi-level rule-based natural language processing system L Chen*, Y Gu*, X Ji, C Lou, Z Sun, H Li, Y Gao, Y Huang Journal of the American Medical Informatics Association 26 (11), 1218-1226, 2019 | 55 | 2019 |
| Symptom severity classification with gradient tree boosting Y Liu, Y Gu, JC Nguyen, H Li, J Zhang, Y Gao, Y Huang Journal of biomedical informatics 75, S105-S111, 2017 | 36 | 2017 |
| Universalner: Targeted distillation from large language models for open named entity recognition W Zhou, S Zhang, Y Gu, M Chen, H Poon arXiv preprint arXiv:2308.03279, 2023 | 29 | 2023 |
| Domain-specific language model pretraining for biomedical natural language processing. arXiv Y Gu, R Tinn, H Cheng, M Lucas, N Usuyama, X Liu, T Naumann, J Gao, ... preprint, 2020 | 19 | 2020 |
| Domain-specific language model pretraining for biomedical natural language processing, 2020. arXiv Y Gu, R Tinn, H Cheng, M Lucas, N Usuyama, X Liu, T Naumann, J Gao, ... arXiv preprint arXiv:2007.15779, 0 | 13 | |
| Distilling large language models for biomedical knowledge extraction: A case study on adverse drug events Y Gu, S Zhang, N Usuyama, Y Woldesenbet, C Wong, P Sanapathi, ... arXiv preprint arXiv:2307.06439, 2023 | 12 | 2023 |
| Clinical concept normalization with a hybrid natural language processing system combining multilevel matching and machine learning ranking L Chen, W Fu, Y Gu, Z Sun, H Li, E Li, L Jiang, Y Gao, Y Huang Journal of the American Medical Informatics Association 27 (10), 1576-1584, 2020 | 11 | 2020 |
| Toward structuring real-world data: Deep learning for extracting oncology information from clinical text with patient-level supervision S Preston, M Wei, R Rao, R Tinn, N Usuyama, M Lucas, Y Gu, ... Patterns 4 (4), 2023 | 10* | 2023 |
| Scaling clinical trial matching using large language models: A case study in oncology C Wong, S Zhang, Y Gu, C Moung, J Abel, N Usuyama, R Weerasinghe, ... Machine Learning for Healthcare Conference, 846-862, 2023 | 6 | 2023 |
| BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys Y Gu, J Yang, N Usuyama, C Li, S Zhang, MP Lungren, J Gao, H Poon arXiv preprint arXiv:2310.10765, 2023 | 5 | 2023 |
| Foundation Models for Biomedical Image Segmentation: A Survey HH Lee, Y Gu, T Zhao, Y Xu, J Yang, N Usuyama, C Wong, M Wei, ... arXiv preprint arXiv:2401.07654, 2024 | 4 | 2024 |
| Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging JMZ Chaves, SC Huang, Y Xu, H Xu, N Usuyama, S Zhang, F Wang, ... arXiv preprint arXiv:2403.08002, 2024 | | 2024 |
| Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging JM Zambrano Chaves, SC Huang, Y Xu, H Xu, N Usuyama, S Zhang, ... arXiv e-prints, arXiv: 2403.08002, 2024 | | 2024 |
| MedJourney: Counterfactual Medical Image Generation by Instruction-Learning from Multimodal Patient Journeys Y Gu, J Yang, N Usuyama, C Li, S Zhang, MP Lungren, J Gao, H Poon | | 2023 |
| Interactive Span Recommendation for Biomedical Text L Blankemeier, T Zhao, R Tinn, S Kiblawi, Y Gu, A Chaudhari, H Poon, ... Proceedings of the 5th Clinical Natural Language Processing Workshop, 373-384, 2023 | | 2023 |
| Toward structuring real-world data: Deep learning for extracting oncology information from clinical text with patient-level supervision S Preston, M Wei, R Rao, R Tinn, N Usuyama, M Lucas, Y Gu, ... Patterns 4 (4), 2023 | | 2023 |
| Domain-specific language model pretraining for biomedical natural language processing Y Gu, R Tinn, H Cheng, M Lucas, N Usuyama, X Liu, T Naumann, J Gao, ... ACM Transactions on Computing for Healthcare (HEALTH) 3 (1), 1-23, 2021 | | 2021 |
Hoifung PoonGeneral Manager, Microsoft Health FuturesVerified email at microsoft.com
