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2020 – today
- 2026
[j4]Xinsong Du
, Zhengyang Zhou, Yifei Wang, Ya-Wen Chuang, Yiming Li, Richard Yang, Pengyu Hong, David W. Bates, Li Zhou:
Performance and improvement strategies for adapting generative large language models for electronic health record applications: A systematic review. Int. J. Medical Informatics 205: 106091 (2026)- [j3]Lingfei Qian, Na Hong, Yujia Zhou, Qianqian Xie, Ruey-Ling Weng, Pitchaya Chairuengjitjaras, Xinsong Du, John Lian, Gad A. Marshall, Suzanne V. Blackley, John Laurentiev, Yakeel T. Quiroz, Tae Youn Kim, Nicole Adams, Michelle L. Dossett, Li Zhou, Hua Xu:
Extracting language information from clinical notes using large language models. Int. J. Medical Informatics 205: 106116 (2026) - [j2]Yiming Li, Xinsong Du, Yifei Wang, Xinyu Chen, Zhengyang Zhou, John Lian, Ya-Wen Chuang, Pengyu Hong, Peter C. Hou, Li Zhou:
AI-assisted literature screening: A hybrid approach using large language models and retrieval-augmented generation. Int. J. Medical Informatics 207: 106205 (2026) - 2022
- [c3]Dominick J. Lemas, Braeden Lewis, Simon Frank, Lauren Wright, Marina Magalhães, Ke Xu, Xinsong Du, Leslie Parker, Joy Elensi, Lindsay Thompson, William Hogan, Modave Francois:
Machine learning and natural language processing for classifying infant feeding status from clinical notes. AMIA 2022 - 2020
- [j1]Xinsong Du, Jae Min, Chintan P. Shah, Rohit Bishnoi, William R. Hogan, Dominick J. Lemas:
Predicting in-hospital mortality of patients with febrile neutropenia using machine learning models. Int. J. Medical Informatics 139: 104140 (2020)
2010 – 2019
- 2018
- [c2]Xinsong Du, Jiang Bian, Mattia Prosperi:
An Operational Deep Learning Pipeline for Classifying Life Events from Individual Tweets. SIMBig 2018: 54-66 - 2017
- [c1]Hansi Zhang, Yunpeng Zhao, Christopher Wheldon, Xinsong Du, Terrell Brown, Yi Guo, Stephanie Staras, Jingcheng Du, Cui Tao, Jiang Bian:
A Twitter Study of the Relationship between the Geographic Variations of HPV Vaccination Rates and Online Information in the United States. AMIA 2017
Coauthor Index
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