Nigel Greene

University of Southern California — United States

Computer Science · Physical Sciences

33h-index4.0kcitations80works16.22yr avg
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Research Topics

Computational Drug Discovery Methods(52), Pharmacogenetics and Drug Metabolism(19), Carcinogens and Genotoxicity Assessment(11), Animal testing and alternatives(11), Analytical Chemistry and Chromatography(9)

Publications80 total

PKSmart: an open-source computational model to predict intravenous pharmacokinetics of small molecules
Journal of Cheminformatics·2025· 4 citedOpen Access
Understanding Public Perception of Over‐the‐Counter Hearing Aids: A Sentiment and Thematic Analysis of Consumer Reviews
OTO Open·2025· 1 citedOpen Access
Data-driven federated learning in drug discovery with knowledge distillation
Nature Machine Intelligence·2025· 16 cited
Author Correction: Cell Painting: a decade of discovery and innovation in cellular imaging
Nature Methods·2024· 2 citedOpen Access
Cell Painting: a decade of discovery and innovation in cellular imaging
Nature Methods·2024· 60 citedOpen Access
Perspectives on the use of machine learning for ADME prediction at AstraZeneca
Xenobiotica·2024· 10 cited
Deriving acceptable limits for non-mutagenic impurities in medicinal products – Durational adjustments
Regulatory Toxicology and Pharmacology·2024· 3 cited
A Decade in a Systematic Review: The Evolution and Impact of Cell Painting
2024· 22 citedOpen Access
A Decade in a Systematic Review: The Evolution and Impact of Cell Painting
arXiv (Cornell University)·2024· 2 citedOpen Access
PKSmart: An Open-Source Computational Model to Predict <i>in vivo</i> Pharmacokinetics of Small Molecules
2024· 14 citedOpen Access
Mechanisms of Nitrosamine Mutagenicity and Their Relationship to Rodent Carcinogenic Potency
Chemical Research in Toxicology·2024· 43 cited
Accelerating Drug Product Development and Approval: Early Development and Evaluation
Pharmaceutical Research·2023· 7 cited
Retrospective analysis of the potential use of virtual control groups in preclinical toxicity assessment using the eTOX database
Regulatory Toxicology and Pharmacology·2022· 15 citedOpen Access
Statistical analysis of preclinical inter-species concordance of histopathological findings in the eTOX database
Regulatory Toxicology and Pharmacology·2022· 6 citedOpen Access
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text
arXiv (Cornell University)·2022· 1 citedOpen Access
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Prediction of In Vivo Pharmacokinetic Parameters and Time–Exposure Curves in Rats Using Machine Learning from the Chemical Structure
Molecular Pharmaceutics·2022· 70 citedOpen Access
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text
2022· 16 citedOpen Access
Hierarchical Clustering Split for Low-Bias Evaluation of Drug-Target Interaction Prediction
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)·2021· 27 cited
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Frequent Co-authors

Andreas Bender(8), Alexander Amberg(6), Joerg Wichard(6), Russell Naven(5), Krista L. Dobo(5), Susanne Glowienke(5), Falgun Shah(4), Yvonne Will(4), Alessandro Brigo(4), Wolfgang Muster(4), David A. Price(3), Michael D. Aleo(3), Esther Vock(3), Filip Miljković(3), Sandy Weiner(3), G. Smith(3), Shirley Louise‐May(3), Srijit Seal(3), Maria‐Anna Trapotsi(3), Ola Spjuth(3)