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Author Details

Jingcheng Du
University of Texas Health Science Center at Houston
2015
39
13
PMIDPaper TitleJournal TitlePublished Year
37301740Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO).J Am Med Inform Assoc2023
35062764Using a Machine Learning Approach to Monitor COVID-19 Vaccine Adverse Events (VAE) from Twitter Data.Vaccines (Basel)2022
35768434Comparability of clinical trials and spontaneous reporting data regarding COVID-19 vaccine safety.Sci Rep2022
35673088Understanding Public Perceptions of Measles from Twitter Using Multi-Task Convolutional Neural Networks.Stud Health Technol Inform2022
35308985Data and Model Biases in Social Media Analyses: A Case Study of COVID-19 Tweets.AMIA Annu Symp Proc2022
35333192A Bayesian Network to Predict the Risk of Post Influenza Vaccination Guillain-Barré Syndrome: Development and Validation Study.JMIR Public Health Surveill2022
33387683Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review.J Biomed Inform2021
33647938Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning.J Am Med Inform Assoc2021
33533072Prediction of post-vaccination Guillain-Barré syndrome using data from a passive surveillance system.Pharmacoepidemiol Drug Saf2021
30843449Ontological representation-oriented term normalization and standardization of the Research Domain Criteria.Health Informatics J2020
31794016Deep learning in clinical natural language processing: a methodical review.J Am Med Inform Assoc2020
33185676Use of Deep Learning to Analyze Social Media Discussions About the Human Papillomavirus Vaccine.JAMA Netw Open2020
32626903Time event ontology (TEO): to support semantic representation and reasoning of complex temporal relations of clinical events.J Am Med Inform Assoc2020
32735224Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study.J Med Internet Res2020
32308921Relation Extraction from Clinical Narratives Using Pre-trained Language Models.AMIA Annu Symp Proc2020
32349758Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records.BMC Med Inform Decis Mak2020
30866708Exploring temporal suicidal behavior patterns on social media: Insight from Twitter analytics.Health Informatics J2020
30887861On the evidence consistency of pharmacovigilance outcomes between Food and Drug Administration Adverse Event Reporting System and electronic medical record data for acute mania patients.Health Informatics J2020
31135882A study of deep learning approaches for medication and adverse drug event extraction from clinical text.J Am Med Inform Assoc2020
30712510Gene2vec: distributed representation of genes based on co-expression.BMC Genomics2019
31497391Investigating safety profiles of human papillomavirus vaccine across group differences using VAERS data and MedDRA.PeerJ2019
31233120ML-Net: multi-label classification of biomedical texts with deep neural networks.J Am Med Inform Assoc2019
31391106Comparing drug safety of hepatitis C therapies using post-market data.BMC Med Inform Decis Mak2019
31304374Leveraging deep learning to understand health beliefs about the Human Papillomavirus Vaccine from social media.NPJ Digit Med2019
29472179Representation of Time-Relevant Common Data Elements in the Cancer Data Standards Repository: Statistical Evaluation of an Ontological Approach.JMIR Med Inform2018
29986843Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models.J Med Internet Res2018
30066665Extracting psychiatric stressors for suicide from social media using deep learning.BMC Med Inform Decis Mak2018
29896103Characterization of the Differential Adverse Event Rates by Race/Ethnicity Groups for HPV Vaccine by Integrating Data From Different Sources.Front Pharmacol2018
30815200Identification of Rare Adverse Events with Year-varying Reporting Rates for FLU4 Vaccine in VAERS.AMIA Annu Symp Proc2018
28699543A signal detection method for temporal variation of adverse effect with vaccine adverse event reporting system data.BMC Med Inform Decis Mak2017
30035271Post-marketing Drug Safety Evaluation using Data Mining Based on FAERS.Data Min Big Data (2017)2017
28253919Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets.J Biomed Semantics2017
28469434Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine.Biomed Inform Insights2017
29295353Comparing Different Adverse Effects Among Multiple Drugs Using FAERS Data.Stud Health Technol Inform2017
29295305Comparing the Human Papillomavirus Vaccination Opinions Trends from Different Twitter User Groups with a Machine Learning Based System and Semiparametric Nonlinear Regression.Stud Health Technol Inform2017
28699569Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data.BMC Med Inform Decis Mak2017
27099701Erratum to: Extracting drug-enzyme relation from literature as evidence for drug drug interaction.J Biomed Semantics2016
26955465Extracting drug-enzyme relation from literature as evidence for drug drug interaction.J Biomed Semantics2016
26262375Trivalent Influenza Vaccine Adverse Event Analysis Based On MedDRA System Organ Classes Using VAERS Data.Stud Health Technol Inform2015
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Collaborators

Cui Tao
The University of Texas Health Science Center at Houston
Co-authored papers 35
Yong Chen
the Perelman School of Medicine, University of Pennsylvania
Co-authored papers 17
Hua Xu
Yale University
Co-authored papers 11
Yang Xiang
The University of Texas Health Science Center at Houston
Co-authored papers 10
Jing Huang
Center for Pediatric Clinical Effectiveness, The Children's Hospital of Philadelphia
Co-authored papers 9
Yaoyun Zhang
The University of Texas School of Biomedical Informatics
Co-authored papers 7
Jun Xu
The University of Texas Health Science Center at Houston
Co-authored papers 6
Rui Duan
Harvard T. H. Chan School of Public Health
Co-authored papers 6
Jingqi Wang
The University of Texas Health Science Center at Houston
Co-authored papers 5
Hsing-Yi Song
University of Texas Health Science Center at Houston
Co-authored papers 5
Chongliang Luo
Washington University School of Medicine in St Louis
Co-authored papers 5
Stephen Wu
The University of Texas Health Science Center at Houston
Co-authored papers 4
Qiang Wei
The University of Texas Health Science Center at Houston
Co-authored papers 4
Yuqi Si
Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine
Co-authored papers 4
Gregory A Poland
Mayo Clinic Vaccine Research Group
Co-authored papers 3
Kirk Roberts
Georgia Institute of Technology, National Library of Medicine, University of Texas Health Science Center at Houston, University of Texas at Dallas
Co-authored papers 3
Degui Zhi
University of Texas Health Science Center at Houston
Co-authored papers 3
Xiaoqian Jiang
Carnegie Mellon University, The University of Texas Health Science Center at Houston, University of California San Diego
Co-authored papers 2
Jason H Moore
Cedars-Sinai Medical Center
Co-authored papers 2
Rachel M Cunningham
4Texas Children's Hospital
Co-authored papers 2
Firat Tiryaki
The University of Texas Health Science Center at Houston
Co-authored papers 2
Zhiyong Lu
National Center for Biotechnology Information, National Institutes of Health.
Co-authored papers 2
Jiang Bian
College of Medicine, University of Florida
Co-authored papers 2
Lang Li
Harbin Medical University
Co-authored papers 2
Yongqun He
University of Michigan Medical School ann arbor
Co-authored papers 2
Julie A Boom
Baylor College of Medicine
Co-authored papers 2
Henry W Chen
University of Texas Health Science Center at Houston
Co-authored papers 2
Fang Li
University of Texas Health Science Center at Houston
Co-authored papers 1
W Jim Zheng
University of Texas Health Science Center at Houston.
Co-authored papers 1
Bo Zhao
The University of Texas Health Science Center at Houston
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