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Kimberley M. Zorn

Observed names: Kimberley M. Zorn, Kimberley M Zorn, Zorn, Kimberley M, Zorn, Kimberley M., Zorn, Kimberley Marie
OpenAlex ID: A5040232853
Exploiting machine learning for end-to-end drug discovery and development
2019 · Sean Ekins, Ana C. Puhl, et al. · Nature Materials · 612
Quantum Machine Learning Algorithms for Drug Discovery Applications
2021 · Kushal Batra, Kimberley M. Zorn, et al. · Journal of Chemical Information and Modeling · 184
Comparing Multiple Machine Learning Algorithms and Metrics for Estrogen Receptor Binding Prediction
2018 · Daniel P. Russo, Kimberley M. Zorn, et al. · Molecular Pharmaceutics · 157
CATMoS: Collaborative Acute Toxicity Modeling Suite
2021 · Kamel Mansouri, Agnes L. Karmaus, et al. · Environmental Health Perspectives · 155
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Comparing and Validating Machine Learning Models for Mycobacterium tuberculosis Drug Discovery
2018 · Thomas Lane, Daniel P. Russo, et al. · Molecular Pharmaceutics · 119
Comparing Machine Learning Algorithms for Predicting Drug-Induced Liver Injury (DILI)
2020 · Eni Minerali, Daniel H. Foil, et al. · Molecular Pharmaceutics · 106
Déjà vu: Stimulating open drug discovery for SARS-CoV-2
2020 · Sean Ekins, Melina Mottin, et al. · Drug Discovery Today · 100
Assessment of Substrate-Dependent Ligand Interactions at the Organic Cation Transporter OCT2 Using Six Model Substrates
2018 · Philip J. Sandoval, Kimberley M. Zorn, et al. · Molecular Pharmacology · 94
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Multiple Machine Learning Comparisons of HIV Cell-based and Reverse Transcriptase Data Sets
2019 · Kimberley M. Zorn, Thomas R. Lane, et al. · Molecular Pharmaceutics · 62
Bioactivity Comparison across Multiple Machine Learning Algorithms Using over 5000 Datasets for Drug Discovery
2020 · Thomas R. Lane, Daniel H. Foil, et al. · Molecular Pharmaceutics · 60
High Throughput and Computational Repurposing for Neglected Diseases
2018 · Helen W. Hernandez, Melinda Soeung, et al. · Pharmaceutical Research · 59
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Machine Learning Models Identify Inhibitors of SARS-CoV-2
2021 · Victor O. Gawriljuk, Phyo Phyo Kyaw Zin, et al. · Journal of Chemical Information and Modeling · 56
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Machine Learning Models for Estrogen Receptor Bioactivity and Endocrine Disruption Prediction
2020 · Kimberley M. Zorn, Daniel H. Foil, et al. · Environmental Science & Technology · 54
Ebola Virus Bayesian Machine Learning Models Enable New in Vitro Leads
2019 · Manu Anantpadma, Thomas Lane, et al. · ACS Omega · 54
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Repurposing Approved Drugs as Inhibitors of Kv7.1 and Nav1.8 to Treat Pitt Hopkins Syndrome
2019 · Sean Ekins, Jacob Gerlach, et al. · Pharmaceutical Research · 47
Halogen Substitution Influences Ketamine Metabolism by Cytochrome P450 2B6: In Vitro and Computational Approaches
2018 · Pan-Fen Wang, Alicia Neiner, et al. · Molecular Pharmaceutics · 46
Flavonoids from Pterogyne nitens as Zika virus NS2B-NS3 protease inhibitors
2021 · Caroline Sprengel Lima, Melina Mottin, et al. · Bioorganic Chemistry · 44
Synergistic drug combinations and machine learning for drug repurposing in chordoma
2020 · Edward Anderson, Tammy M. Havener, et al. · Scientific Reports · 44
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Remdesivir and EIDD-1931 Interact with Human Equilibrative Nucleoside Transporters 1 and 2: Implications for Reaching SARS-CoV-2 Viral Sanctuary Sites
2021 · Siennah R. Miller, Meghan E. McGrath, et al. · Molecular Pharmacology · 37
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Chalcones from Angelica keiskei (ashitaba) inhibit key Zika virus replication proteins
2022 · Melina Mottin, Lindsay K. Caesar, et al. · Bioorganic Chemistry · 35
Comparing the Pfizer Central Nervous System Multiparameter Optimization Calculator and a BBB Machine Learning Model
2021 · Fabio Urbina, Kimberley M. Zorn, et al. · ACS Chemical Neuroscience · 34
Comparison of Machine Learning Models for the Androgen Receptor
2020 · Kimberley M. Zorn, Daniel H. Foil, et al. · Environmental Science & Technology · 34
A Machine Learning Strategy for Drug Discovery Identifies Anti-Schistosomal Small Molecules
2021 · Kimberley M. Zorn, Shengxi Sun, et al. · ACS Infectious Diseases · 33
Erratum: CATMoS: Collaborative Acute Toxicity Modeling Suite
2021 · Kamel Mansouri, Agnes L. Karmaus, et al. · Environmental Health Perspectives · 32
Development of Machine Learning Models and the Discovery of a New Antiviral Compound against Yellow Fever Virus
2021 · Victor O. Gawriljuk, Daniel H. Foil, et al. · Journal of Chemical Information and Modeling · 32
Works count: 64
Citation count: 2,539
H-index: 27
I10-index: 39
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