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Patricia A. Vignaux

Observed names: Patricia A Vignaux, Patricia Vignaux
ORCID: 0009-0004-4015-6410
Observed ORCID: 0009-0004-4015-6410
OpenAlex ID: A5043798956
Machine Learning for Discovery of GSK3β Inhibitors
2020 · Patricia A. Vignaux, Eni Minerali, et al. · ACS Omega · 49
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Validation of Acetylcholinesterase Inhibition Machine Learning Models for Multiple Species
2023 · Patricia A. Vignaux, Thomas R. Lane, et al. · Chemical Research in Toxicology · 38
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The Goldilocks paradigm: comparing classical machine learning, large language models, and few-shot learning for drug discovery applications
2024 · Scott H. Snyder, Patricia A. Vignaux, et al. · Communications Chemistry · 34
The Antiviral Drug Tilorone Is a Potent and Selective Inhibitor of Acetylcholinesterase
2021 · Patricia A. Vignaux, Eni Minerali, et al. · Chemical Research in Toxicology · 34
Computational Approaches to Identify Molecules Binding to Mycobacterium tuberculosis KasA
2020 · Ana C. Puhl, Thomas R. Lane, et al. · ACS Omega · 14
Sequential Contrastive and Deep Learning Models to Identify Selective Butyrylcholinesterase Inhibitors
2024 · Mustafa Kemal Ozalp, Patricia A. Vignaux, et al. · Journal of Chemical Information and Modeling · 11
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Machine Learning and Large Language Models for Modeling Complex Toxicity Pathways and Predicting Steroidogenesis
2025 · Thomas R. Lane, Patricia A. Vignaux, et al. · Environmental Science & Technology · 8
Human CYP2C19 Substrate and Inhibitor Characterization of Organophosphate Pesticides
2023 · Patricia A. Vignaux, Pratik Shriwas, et al. · Chemical Research in Toxicology · 7
Computational Approaches for Predicting Drug Interactions with Human Organic Anion Transporter 4 (OAT4)
2025 · Lucy Martinez-Guerrero, Patricia A. Vignaux, et al. · Molecular Pharmaceutics · 5
Contribution of promoter DNA sequence to heterochromatin formation velocity and memory of gene repression in mouse embryo fibroblasts
2019 · Patricia A. Vignaux, Celyn Bregio, et al. · PLoS ONE · 5
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Repurposing lapatinib as a triple antagonist of chemokine receptors 3, 4, and 5
2024 · Thomas R. Lane, Ana C. Puhl, et al. · Molecular Pharmacology · 4
Transporter Inhibition Profile for the Antivirals Tilorone, Quinacrine and Pyronaridine
2023 · Patricia A. Vignaux, Thomas R. Lane, et al. · ACS Omega · 3
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Inhibition of equilibrative nucleoside transporters 1 and 2 by proteolysis-targeting chimeras (PROTACs)
2025 · Patricia A. Vignaux, Lucy J. Martinez Guerrero, et al. · Journal of Pharmacology and Experimental Therapeutics · 2
Experimental and computational approaches for evaluating molecule interactions with equilibrative nucleoside transporters 1 and 2
2025 · Lucy J. Martinez-Guerrero, Patricia A. Vignaux, et al. · Journal of Pharmacology and Experimental Therapeutics · 2
Machine learning modeling of zebrafish toxicity endpoints after exposure to PROTACs
2025 · Christopher Yogodzinski, Joshua S Harris, et al. · Toxicological Sciences · 1
Applicability domain-expansion studies for machine learning models reveal new inhibitors of CYP2B6
2025 · Patricia A. Vignaux, Joshua S. Harris, et al. · Drug Metabolism and Disposition · 1
Organophosphate pesticides as potent CYP2C19 inhibitors in vitro
2026 · Fabio Urbina, Patricia A. Vignaux, et al. · Figshare
Uncertainty Quantification with Domain Classification Models for Acetylcholinesterase Inhibition
2026 · Joshua S. Harris, Patricia A. Vignaux, et al. · Journal of Chemical Information and Modeling
MegaTrans—machine learning models for drug transporters corresponding to the FDA guidance
2026 · Patricia A. Vignaux, Melanie Tojong, et al. · Drug Metabolism and Disposition
MegaEye: Applying multiple machine learning approaches to identify oral compounds with ocular bioactivity
2025 · Fabio Urbina, Scott H. Greenwald, et al. · Artificial Intelligence in the Life Sciences
Repurposing drugs for CLN1 Batten disease: An integrative drug discovery approach
2021 · Ana C. Puhl, Patricia A. Vignaux, et al. · Molecular Genetics and Metabolism
Combining machine learning and approaches to identify potential chaperones for lysosomal diseases
2020 · Ana C. Puhl, Jennifer J. Klein, et al. · Molecular Genetics and Metabolism
Spatial Effect of Reovirus Co-infection on Production of Rotavirus
2012 · Patricia Vignaux · McNair Scholars Research Journal
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McNair Research Journal (2012)
2012 · Russell Southard, Jessica C. Lair, et al.
Works count: 24
Citation count: 218
H-index: 7
I10-index: 6
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