W
Wen Zou Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
High Impact
Researcher
faculty
26 h-index
109 pubs
2,904 cited
Research Areas
Links
Biography and Research Information
OverviewAI-generated summary
Wen Zou's research focuses on the application of computational methods, particularly data mining and machine learning, to analyze complex biological and health-related datasets. This work includes developing and comparing algorithms for tasks such as topic modeling, pattern recognition, and prediction. Zou has investigated the reproducibility of genetic variant detection in whole genome sequencing and explored machine learning models for predicting liver toxicity.
Further research has involved the use of natural language processing techniques to analyze large databases, such as the FDA Adverse Events Reporting System (FAERS), to identify trends and risks associated with prescription opioids. This includes RxNorm for drug name normalization and text fingerprinting for literature analysis. Zou also contributes to the study of microbial organisms, investigating methods to disrupt pathogen integrity, as demonstrated by research on carvacrol's effects on *Alternaria alternata*.
Zou has published extensively, with a total of 110 publications and an h-index of 26, accumulating over 2,871 citations. Collaborations include extensive work with colleagues at the National Center for Toxicological Research, such as Weigong Ge (12 shared publications), Joe Meehan (6 shared publications), and Bohu Pan (6 shared publications).
Metrics
- h-index: 26
- Publications: 109
- Citations: 2,904
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
Huixiao Hong
Cancer Research And Biostatistics
9 shared publications
In database
- AI-powered topic modeling: comparing LDA and BERTopic in analyzing opioid-related cardiovascular risks in women
- Machine Learning Models for Predicting Liver Toxicity
- RxNorm for drug name normalization: a case study of prescription opioids in the FDA adverse events reporting system
- 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
Showing 5 of 9 shared publications
Weida Tong
United States Food and Drug Administration (US)
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
- RxNorm for drug name normalization: a case study of prescription opioids in the FDA adverse events reporting system
- 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
Showing 5 of 8 shared publications
Gökhan Yavaş
National Center for Toxicological Research (US)
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
Weigong Ge
Cancer Research And Biostatistics
6 shared publications
In database
- AI-powered topic modeling: comparing LDA and BERTopic in analyzing opioid-related cardiovascular risks in women
- RxNorm for drug name normalization: a case study of prescription opioids in the FDA adverse events reporting system
- 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 6 shared publications
Bohu Pan
National Center for Toxicological Research
6 shared publications
In database
- 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
Luyao Ren
Fudan University (CN)
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
Vitor Onuchic
Illumina (United States) (US)
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
Meijian Guan
SAS Institute (United States) (US)
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
Rebecca Kusko
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
Steve Bruinsma
Illumina (United States) (US)
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
Len Trigg
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
Andreas Scherer
University of Helsinki (FI)
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
Baitang Ning
National Center for Toxicological Research (US)
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
Christine Glidewell-Kenney
Illumina (United States) (US)
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
Chunlin Xiao
National Center for Biotechnology Information (US)
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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