Using a Machine Learning Approach to Monitor COVID-19 Vaccine Adverse Events (VAE) from Twitter Data

by Andrew T. Lian, Jingcheng Du, Lu Tang
Published 2022-01-01

Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data

by Jingcheng Du, Jun Xu, Hsing-Yi Song, Cui Tao
Published 2017-07-01

Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records

by Qingyu Chen, Jingcheng Du, Sun Kim, W. John Wilbur, Zhiyong Lu
Published 2020-04-01

Characterization of the Differential Adverse Event Rates by Race/Ethnicity Groups for HPV Vaccine by Integrating Data From Different Sources

by Jing Huang, Jingcheng Du, Rui Duan, Xinyuan Zhang, Cui Tao, Yong Chen
Published 2018-05-01

Gene2vec: distributed representation of genes based on co-expression

by Jingcheng Du, Peilin Jia, Yulin Dai, Cui Tao, Zhongming Zhao, Degui Zhi
Published 2019-02-01

A Bayesian Network to Predict the Risk of Post Influenza Vaccination Guillain-Barré Syndrome: Development and Validation Study

by Yun Huang, Chongliang Luo, Ying Jiang, Jingcheng Du, Cui Tao, Yong Chen, Yuantao Hao
Published 2022-03-01

A signal detection method for temporal variation of adverse effect with vaccine adverse event reporting system data

by Yi Cai, Jingcheng Du, Jing Huang, Susan S. Ellenberg, Sean Hennessy, Cui Tao, Yong Chen
Published 2017-07-01

Investigating safety profiles of human papillomavirus vaccine across group differences using VAERS data and MedDRA

by Yuxi Jia, Cong Zhu, Jingcheng Du, Yang Xiang, Yong Chen, Wei Wang, Cui Tao
Published 2019-08-01

Extracting psychiatric stressors for suicide from social media using deep learning

by Jingcheng Du, Yaoyun Zhang, Jianhong Luo, Yuxi Jia, Qiang Wei, Cui Tao, Hua Xu
Published 2018-07-01

A BERT-Based Generation Model to Transform Medical Texts to SQL Queries for Electronic Medical Records: Model Development and Validation

by Youcheng Pan, Chenghao Wang, Baotian Hu, Yang Xiang, Xiaolong Wang, Qingcai Chen, Junjie Chen, Jingcheng Du
Published 2021-12-01

Using Machine Learning–Based Approaches for the Detection and Classification of Human Papillomavirus Vaccine Misinformation: Infodemiology Study of Reddit Discussions

by Jingcheng Du, Sharice Preston, Hanxiao Sun, Ross Shegog, Rachel Cunningham, Julie Boom, Lara Savas, Muhammad Amith, Cui Tao
Published 2021-08-01

Comparability of clinical trials and spontaneous reporting data regarding COVID-19 vaccine safety

by Chongliang Luo, Jingcheng Du, Adam Cuker, Ebbing Lautenbach, David A. Asch, Gregory A. Poland, Cui Tao, Yong Chen
Published 2022-06-01

Comparing drug safety of hepatitis C therapies using post-market data

by Jing Huang, Xinyuan Zhang, Jiayi Tong, Jingcheng Du, Rui Duan, Liu Yang, Jason H. Moore, Cui Tao, Yong Chen
Published 2019-08-01

Mining on Alzheimer’s diseases related knowledge graph to identity potential AD-related semantic triples for drug repurposing

by Yi Nian, Xinyue Hu, Rui Zhang, Jingna Feng, Jingcheng Du, Fang Li, Larry Bu, Yuji Zhang, Yong Chen, Cui Tao
Published 2022-09-01

Machine learning-based donor permission extraction from informed consent documents

by Meng Zhang, Madhuri Sankaranarayanapillai, Jingcheng Du, Yang Xiang, Frank J. Manion, Marcelline R. Harris, Cooper Stansbury, Huy Anh Pham, Cui Tao
Published 2023-12-01

Machine learning models for abstract screening task - A systematic literature review application for health economics and outcome research

by Jingcheng Du, Ekin Soysal, Dong Wang, Long He, Bin Lin, Jingqi Wang, Frank J. Manion, Yeran Li, Elise Wu, Lixia Yao
Published 2024-05-01

Natural Language Processing–Powered Real-Time Monitoring Solution for Vaccine Sentiments and Hesitancy on Social Media: System Development and Validation

by Liang-Chin Huang, Amanda L Eiden, Long He, Augustine Annan, Siwei Wang, Jingqi Wang, Frank J Manion, Xiaoyan Wang, Jingcheng Du, Lixia Yao
Published 2024-06-01

Dynamic Prognosis Prediction for Patients on DAPT After Drug‐Eluting Stent Implantation: Model Development and Validation

by Fang Li, Laila Rasmy, Yang Xiang, Jingna Feng, Ahmed Abdelhameed, Xinyue Hu, Zenan Sun, David Aguilar, Abhijeet Dhoble, Jingcheng Du, Qing Wang, Shuteng Niu, Yifang Dang, Xinyuan Zhang, Ziqian Xie, Yi Nian, JianPing He, Yujia Zhou, Jianfu Li, Mattia Prosperi, Jiang Bian, Degui Zhi, Cui Tao
Published 2024-02-01