Wen Zou
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
Also affiliated: Hunan University of Science and Technology (2025); United States Food and Drug Administration (2009–2025); Central South University (2007–2025); University of Louisville (2001–2003); Hunan University (2025); Northern Kentucky University (2021); National University of Defense Technology (2021–2025); Changsha University (2025); Peking University (2009); Nankai University (2010–2015); Kyoto University (1996–2005); University of Michigan (2014–2025); Academy of Military Medical Sciences (2012–2013); Wuhan University (2019); Zhengzhou University (2025); Central China Normal University (2021); Wenzhou Vocational College of Science and Technology (2025); Cancer Research And Biostatistics (2025); The People's Hospital of Guangxi Zhuang Autonomous Region (2025); First Affiliated Hospital of GuangXi Medical University (2025); Kyoto University of Education (2003–2005); Peking University First Hospital (2009); National Institute for Viral Disease Control and Prevention (2020); Molecular Oncology (United States) (2004); Collaborative Innovation Center of Chemical Science and Engineering Tianjin (2015); Second Xiangya Hospital of Central South University (2007–2025); Human Growth Foundation (2015); Hunan University of Technology (2024–2025); McGill University (2004); Changsha University of Science and Technology (2025); China National Petroleum Corporation (China) (2009)
Faculty Researcher
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Wen Zou's research focuses on the application of computational methods, including machine learning and data mining, to analyze complex biological and health-related data. A significant portion of this work involves the study of adverse events, particularly those related to prescription opioids, utilizing techniques like topic modeling and text fingerprinting to extract meaningful patterns from large databases such as the FDA Adverse Events Reporting System (FAERS).
Zou's investigations extend to the prediction of toxicity, with a focus on liver toxicity, employing machine learning models. Further research includes assessing the reproducibility of genetic variant detection in whole genome sequencing data and exploring the use of RxNorm for drug name normalization in pharmacovigilance. Collaborations within the National Center for Toxicological Research, notably with Weigong Ge, Joe Meehan, Bohu Pan, and Beverly Lyn-Cook, have resulted in multiple shared publications, underscoring a network of ongoing research endeavors.
With an h-index of 26 and over 100 publications, Zou has been recognized as a highly cited researcher. The work contributes to areas such as public health, drug safety, and the advancement of analytical techniques for biological data interpretation. The research group maintains an active online presence, indicating ongoing research activities and engagement.
Metrics
- h-index: 26
- Publications: 109
- Citations: 2,966
Selected Publications
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AI-powered topic modeling: comparing LDA and BERTopic in analyzing opioid-related cardiovascular risks in women (2025)
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Editorial: AI/ML in pharmacovigilance and pharmacoepidemiology (2024)
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A systematic analysis and data mining of opioid-related adverse events submitted to the FAERS database (2023)
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Decision forest—a machine learning algorithm for QSAR modeling (2023)
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Additional file 5 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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Machine Learning Models for Predicting Liver Toxicity (2022)
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Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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Text Fingerprinting and Topic Mining in the Prescription Opioid Use Literature (2021)
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Discovering Drug-Drug Associations in the FDA Adverse Event Reporting System Database with Data Mining Approaches (2021)
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GCRSR Proficiency Test, 2021 (2021)
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GCRSR Proficiency Test, 2021 (2021)
Collaboration Network
Top Collaborators
- AI-powered topic modeling: comparing LDA and BERTopic in analyzing opioid-related cardiovascular risks in women
- Machine Learning Models for Predicting Liver Toxicity
- A systematic analysis and data mining of opioid-related adverse events submitted to the FAERS database
- Software-Assisted Pattern Recognition of Persistent Organic Pollutants in Contaminated Human and Animal Food
- Text Fingerprinting and Topic Mining in the Prescription Opioid Use Literature
Showing 5 of 8 shared publications
- AI-powered topic modeling: comparing LDA and BERTopic in analyzing opioid-related cardiovascular risks in women
- Machine Learning Models for Predicting Liver Toxicity
- A systematic analysis and data mining of opioid-related adverse events submitted to the FAERS database
- Text Fingerprinting and Topic Mining in the Prescription Opioid Use Literature
- Discovering Drug-Drug Associations in the FDA Adverse Event Reporting System Database with Data Mining Approaches
Showing 5 of 7 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Machine Learning Models for Predicting Liver Toxicity
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 7 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 11 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 9 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 10 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 15 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 6 shared publications
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