Xinsong Du

According to our database, Xinsong Du authored at least 6 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Extracting language information from clinical notes using large language models.

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

Int. J. Medical Informatics, 2026

Performance and improvement strategies for adapting generative large language models for electronic health record applications: A systematic review.

Xinsong Du, Zhengyang Zhou, Yifei Wang, Ya-Wen Chuang, Yiming Li, Richard Yang, Pengyu Hong, David W. Bates, Li Zhou

Int. J. Medical Informatics, 2026

2022

Machine learning and natural language processing for classifying infant feeding status from clinical notes.

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

Proceedings of the AMIA 2022, 2022

2020

Predicting in-hospital mortality of patients with febrile neutropenia using machine learning models.

Xinsong Du, Jae Min, Chintan P. Shah, Rohit Bishnoi, William R. Hogan, Dominick J. Lemas

Int. J. Medical Informatics, 2020

2018

An Operational Deep Learning Pipeline for Classifying Life Events from Individual Tweets.

Xinsong Du, Jiang Bian, Mattia Prosperi

Proceedings of the Information Management and Big Data, 5th International Conference, 2018

2017

A Twitter Study of the Relationship between the Geographic Variations of HPV Vaccination Rates and Online Information in the United States.

Hansi Zhang, Yunpeng Zhao, Christopher Wheldon, Xinsong Du, Terrell Brown, Yi Guo, Stephanie Staras, Jingcheng Du, Cui Tao, Jiang Bian

Proceedings of the AMIA 2017, 2017