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Author Details
Full Name
Yong Chen
Affiliation
the Perelman School of Medicine, University of Pennsylvania
ORCID
Career Start Year
2015
Papers
39
H Index
10
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
37090575
Associations of Antihypertensive Medication Consumption and Drug-Drug Interaction with Statin and Metformin with Reduced Alzheimer's Disease and Related Dementias Risk among Hypertensive Patients with Mild Cognitive Impairment using High Volume Claims Data.
Res Sq
2023
35333192
A Bayesian Network to Predict the Risk of Post Influenza Vaccination Guillain-Barré Syndrome: Development and Validation Study.
JMIR Public Health Surveill
2022
35768434
Comparability of clinical trials and spontaneous reporting data regarding COVID-19 vaccine safety.
Sci Rep
2022
33351068
Variation in US Hospital Mortality Rates for Patients Admitted With COVID-19 During the First 6 Months of the Pandemic.
JAMA Intern Med
2021
33902463
Using logic regression to characterize extreme heat exposures and their health associations: a time-series study of emergency department visits in Atlanta.
BMC Med Res Methodol
2021
33647938
Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning.
J Am Med Inform Assoc
2021
33533072
Prediction of post-vaccination Guillain-Barré syndrome using data from a passive surveillance system.
Pharmacoepidemiol Drug Saf
2021
34718618
A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data.
J Am Med Inform Assoc
2021
34245227
Bayesian meta-analysis using SAS PROC BGLIMM.
Res Synth Methods
2021
33936498
Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network.
AMIA Annu Symp Proc
2021
34137829
Patient and Hospital Factors Associated With Differences in Mortality Rates Among Black and White US Medicare Beneficiaries Hospitalized With COVID-19 Infection.
JAMA Netw Open
2021
33309993
Studying pediatric health outcomes with electronic health records using Bayesian clustering and trajectory analysis.
J Biomed Inform
2021
33420026
Lossless integration of multiple electronic health records for identifying pleiotropy using summary statistics.
Nat Commun
2021
30887861
On 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 J
2020
31816040
Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm.
J Am Med Inform Assoc
2020
31863595
A fast score test for generalized mixture models.
Biometrics
2020
31797639
Robust-ODAL: Learning from heterogeneous health systems without sharing patient-level data.
Pac Symp Biocomput
2020
33185676
Use of Deep Learning to Analyze Social Media Discussions About the Human Papillomavirus Vaccine.
JAMA Netw Open
2020
32859580
Risk of Persistent Opioid Use following Major Surgery in Matched Samples of Patients with and without Cancer.
Cancer Epidemiol Biomarkers Prev
2020
32893970
A historical review of publication bias.
Res Synth Methods
2020
32282406
Reducing Bias Due to Outcome Misclassification for Epidemiologic Studies Using EHR-derived Probabilistic Phenotypes.
Epidemiology
2020
32235907
Electronic health records and polygenic risk scores for predicting disease risk.
Nat Rev Genet
2020
31617899
An augmented estimation procedure for EHR-based association studies accounting for differential misclassification.
J Am Med Inform Assoc
2020
30741166
Early Usability Assessment of a Conversational Agent for HPV Vaccination.
Stud Health Technol Inform
2019
31329892
Integration of genetic and clinical information to improve imputation of data missing from electronic health records.
J Am Med Inform Assoc
2019
31497391
Investigating safety profiles of human papillomavirus vaccine across group differences using VAERS data and MedDRA.
PeerJ
2019
31489699
Two-sample test for correlated data under outcome-dependent sampling with an application to self-reported weight loss data.
Stat Med
2019
31226413
Rapid network meta-analysis using data from Food and Drug Administration approval packages is feasible but with limitations.
J Clin Epidemiol
2019
31391106
Comparing drug safety of hepatitis C therapies using post-market data.
BMC Med Inform Decis Mak
2019
31304374
Leveraging deep learning to understand health beliefs about the Human Papillomavirus Vaccine from social media.
NPJ Digit Med
2019
30815200
Identification of Rare Adverse Events with Year-varying Reporting Rates for FLU4 Vaccine in VAERS.
AMIA Annu Symp Proc
2018
30066654
Visualized Emotion Ontology: a model for representing visual cues of emotions.
BMC Med Inform Decis Mak
2018
29896103
Characterization of the Differential Adverse Event Rates by Race/Ethnicity Groups for HPV Vaccine by Integrating Data From Different Sources.
Front Pharmacol
2018
28699543
A signal detection method for temporal variation of adverse effect with vaccine adverse event reporting system data.
BMC Med Inform Decis Mak
2017
30035271
Post-marketing Drug Safety Evaluation using Data Mining Based on FAERS.
Data Min Big Data (2017)
2017
28469434
Analysis of Individual Differences in Vaccine Pharmacovigilance Using VAERS Data and MedDRA System Organ Classes: A Use Case Study With Trivalent Influenza Vaccine.
Biomed Inform Insights
2017
29295353
Comparing Different Adverse Effects Among Multiple Drugs Using FAERS Data.
Stud Health Technol Inform
2017
29295305
Comparing the Human Papillomavirus Vaccination Opinions Trends from Different Twitter User Groups with a Machine Learning Based System and Semiparametric Nonlinear Regression.
Stud Health Technol Inform
2017
26262375
Trivalent Influenza Vaccine Adverse Event Analysis Based On MedDRA System Organ Classes Using VAERS Data.
Stud Health Technol Inform
2015
1 - 39 of 39
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