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Yu Gu
Yu Gu
Other names顾禹, Aiden Gu
Microsoft; Microsoft Research; Peking University
Verified email at microsoft.com
Title
Cited by
Cited by
Year
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
15682021
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
Cell Press Patterns 4 (4), 2023
782023
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
612020
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
552019
Universalner: Targeted distillation from large language models for open named entity recognition
W Zhou, S Zhang, Y Gu, M Chen, H Poon
ICLR, 2024
392024
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
372017
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
202020
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
172023
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
14
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, ...
Cell Press Patterns 4 (4), 2023
13*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
112020
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
82023
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
62023
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
42024
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
42024
A whole-slide foundation model for digital pathology from real-world data
H Xu, N Usuyama, J Bagga, S Zhang, R Rao, T Naumann, C Wong, ...
Nature, 1-8, 2024
22024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once
T Zhao, Y Gu, J Yang, N Usuyama, HH Lee, T Naumann, J Gao, ...
arXiv preprint arXiv:2405.12971, 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, ...
ACL - Proceedings of the 5th Clinical Natural Language Processing Workshop …, 2023
2023
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