Match tier
Likely match
Presence
Current · Arkansas
Last published
2026
Sources
OpenAlex · ORCID
Refreshed
2026-10-06
W
Weigong Ge
This is a likely match — the affiliation was inferred from OpenAlex, ORCID, and web sources but has not been fully confirmed. Treat with appropriate caution.
High Impact
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Also affiliated: United States Food and Drug Administration (2005–2026); Northern Kentucky University (2021); Central China Normal University (2021); ICF International (United States) (2008); Thermo Fisher Scientific (Norway) (2014)
26 h-index
73 pubs
6,918 cited
Research Areas
Biomedical Subjects
Biography and Research Information
OverviewAI-generated summary
Weigong Ge's research program focuses on the application of computational methods, including machine learning and deep learning, to address challenges in toxicology, drug discovery, and bioinformatics. His work has investigated the prediction of molecular properties relevant to drug safety, such as the blockade of the hERG channel, utilizing quantitative structure-activity relationship (QSAR) modeling. Ge has also explored the use of AI for analyzing large biomedical datasets, including the FAERS database for opioid-related adverse events and comparing topic modeling algorithms for risk assessment.
Further research by Ge includes the development of predictive models for drug repurposing, such as a random forest model for SARS-CoV-2 main protease binding. He has also contributed to understanding genetic variation by assessing the reproducibility of inherited variants detected through whole-genome sequencing. His collaborators at the National Center for Toxicological Research include Joe Meehan, Bohu Pan, Baitang Ning, and Wen Zou, with whom he has co-authored numerous publications.
Ge's scholarship is recognized by a high-impact researcher designation, supported by 72 publications and over 6,700 citations, with an h-index of 25. His recent work demonstrates a continued engagement with advanced computational techniques for biological and chemical data analysis, including the application of deep learning to nanomaterial properties and the use of natural language processing for health-related data.
Metrics
- h-index: 26
- Publications: 73
- Citations: 6,918
Selected Publications
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Developing predictive models for µ opioid receptor binding using machine learning and deep learning techniques (2025)
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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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Machine learning and deep learning approaches for enhanced prediction of hERG blockade: a comprehensive QSAR modeling study (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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Developing a SARS-CoV-2 main protease binding prediction random forest model for drug repurposing for COVID-19 treatment (2023)
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Mold2 Descriptors Facilitate Development of Machine Learning and Deep Learning Models for Predicting Toxicity of Chemicals (2023)
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Additional file 3 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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Additional file 13 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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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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Additional file 1 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
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Additional file 6 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing (2022)
Collaboration Network
Top Collaborators
Huixiao Hong
National Center for Toxicological Research
40 shared publications
In database
- A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control Consortium
- The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
- Persistent Organic Pollutants in Food: Contamination Sources, Health Effects and Detection Methods
- Mold2, Molecular Descriptors from 2D Structures for Chemoinformatics and Toxicoinformatics
- An investigation of biomarkers derived from legacy microarray data for their utility in the RNA-seq era
Showing 5 of 40 shared publications
Weida Tong
National Center for Toxicological Research
39 shared publications
In database
- The MicroArray Quality Control (MAQC) project shows inter- and intraplatform reproducibility of gene expression measurements
- A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control Consortium
- The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
- Persistent Organic Pollutants in Food: Contamination Sources, Health Effects and Detection Methods
- Mold2, Molecular Descriptors from 2D Structures for Chemoinformatics and Toxicoinformatics
Showing 5 of 39 shared publications
Roger Perkins
National Center for Toxicological Research (US)
21 shared publications
- A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control Consortium
- The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
- A heuristic approach to determine an appropriate number of topics in topic modeling
- Mold2, Molecular Descriptors from 2D Structures for Chemoinformatics and Toxicoinformatics
- An investigation of biomarkers derived from legacy microarray data for their utility in the RNA-seq era
Showing 5 of 21 shared publications
Baitang Ning
National Center for Toxicological Research
21 shared publications
In database
- A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control Consortium
- The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
- An investigation of biomarkers derived from legacy microarray data for their utility in the RNA-seq era
- Comparing Next-Generation Sequencing and Microarray Technologies in a Toxicological Study of the Effects of Aristolochic Acid on Rat Kidneys
- Technical Reproducibility of Genotyping SNP Arrays Used in Genome-Wide Association Studies
Showing 5 of 21 shared publications
Bohu Pan
National Center for Toxicological Research
19 shared publications
In database
- Persistent Organic Pollutants in Food: Contamination Sources, Health Effects and Detection Methods
- Similarities and differences between variants called with human reference genome HG19 or HG38
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Structural Changes Due to Antagonist Binding in Ligand Binding Pocket of Androgen Receptor Elucidated Through Molecular Dynamics Simulations
- Correction to: Similarities and differences between variants called with human reference genome HG19 or HG38
Showing 5 of 19 shared publications
Joe Meehan
National Center for Toxicological Research
18 shared publications
In database
- An investigation of biomarkers derived from legacy microarray data for their utility in the RNA-seq era
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Whole genome sequencing of 35 individuals provides insights into the genetic architecture of Korean population
- Applying network analysis and Nebula (neighbor-edges based and unbiased leverage algorithm) to ToxCast data
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 18 shared publications
Rebecca L. Kusko
18 shared publications
- Similarities and differences between variants called with human reference genome HG19 or HG38
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Structural Changes Due to Antagonist Binding in Ligand Binding Pocket of Androgen Receptor Elucidated Through Molecular Dynamics Simulations
- Correction to: Similarities and differences between variants called with human reference genome HG19 or HG38
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 18 shared publications
Chunlin Xiao
National Center for Biotechnology Information (US)
17 shared publications
- Similarities and differences between variants called with human reference genome HG19 or HG38
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Correction to: Similarities and differences between variants called with human reference genome HG19 or HG38
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 2 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 17 shared publications
Gökhan Yavaş
National Center for Toxicological Research (US)
17 shared publications
- Persistent Organic Pollutants in Food: Contamination Sources, Health Effects and Detection Methods
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Mold2 Descriptors Facilitate Development of Machine Learning and Deep Learning Models for Predicting Toxicity of Chemicals
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 2 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 17 shared publications
Kelci J. Miclaus
SAS Institute (United States) (US)
16 shared publications
- Technical Reproducibility of Genotyping SNP Arrays Used in Genome-Wide Association Studies
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 2 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 4 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 16 shared publications
Luyao Ren
Fudan University (CN)
15 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 2 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 4 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 7 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 15 shared publications
Vitor Onuchic
Illumina (United States) (US)
15 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 2 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 4 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 7 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 15 shared publications
Meijian Guan
SAS Institute (United States) (US)
15 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 2 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 4 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 7 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 15 shared publications
Steve Bruinsma
Illumina (United States) (US)
15 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 2 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 4 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 7 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 15 shared publications
Len Trigg
15 shared publications
- Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 14 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 2 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 4 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
- Additional file 7 of Assessing reproducibility of inherited variants detected with short-read whole genome sequencing
Showing 5 of 15 shared publications
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