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A review of machine learning in toxicology: current practices and reporting gaps.

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Title: A review of machine learning in toxicology: current practices and reporting gaps.
Authors: Kappenberg F; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany.; Institute for Medical Biometry, Informatics and Epidemiology, University of Bonn, University Hospital Bonn, Venusberg-Campus 1, Bonn, 53127, Germany., Stolte M; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany., Sauer L; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany., Duda JC; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany., Lau M; Mathematical Institute, Heinrich Heine University, Universitätsstrasse 1, Düsseldorf, 40225, Germany.; eBay Inc., 2025 Hamilton Avenue, San José, 95125, California, USA., Schürmeyer L; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany., Zhou H; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany., Schwender H; Mathematical Institute, Heinrich Heine University, Universitätsstrasse 1, Düsseldorf, 40225, Germany., Schorning K; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany., Rahnenführer J; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany. rahnenfuehrer@statistik.tu-dortmund.de.
Source: Archives of toxicology [Arch Toxicol] 2026 Apr 30. Date of Electronic Publication: 2026 Apr 30.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 0417615 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-0738 (Electronic) Linking ISSN: 03405761 NLM ISO Abbreviation: Arch Toxicol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Kappenberg+F%22">Kappenberg F</searchLink>; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany.; Institute for Medical Biometry, Informatics and Epidemiology, University of Bonn, University Hospital Bonn, Venusberg-Campus 1, Bonn, 53127, Germany.<br /><searchLink fieldCode="AU" term="%22Stolte+M%22">Stolte M</searchLink>; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany.<br /><searchLink fieldCode="AU" term="%22Sauer+L%22">Sauer L</searchLink>; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany.<br /><searchLink fieldCode="AU" term="%22Duda+JC%22">Duda JC</searchLink>; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany.<br /><searchLink fieldCode="AU" term="%22Lau+M%22">Lau M</searchLink>; Mathematical Institute, Heinrich Heine University, Universitätsstrasse 1, Düsseldorf, 40225, Germany.; eBay Inc., 2025 Hamilton Avenue, San José, 95125, California, USA.<br /><searchLink fieldCode="AU" term="%22Schürmeyer+L%22">Schürmeyer L</searchLink>; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany.<br /><searchLink fieldCode="AU" term="%22Zhou+H%22">Zhou H</searchLink>; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany.<br /><searchLink fieldCode="AU" term="%22Schwender+H%22">Schwender H</searchLink>; Mathematical Institute, Heinrich Heine University, Universitätsstrasse 1, Düsseldorf, 40225, Germany.<br /><searchLink fieldCode="AU" term="%22Schorning+K%22">Schorning K</searchLink>; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany.<br /><searchLink fieldCode="AU" term="%22Rahnenführer+J%22">Rahnenführer J</searchLink>; Department of Statistics, TU Dortmund University, Vogelpothsweg 87, Dortmund, 44227, Germany. rahnenfuehrer@statistik.tu-dortmund.de.
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              Text: 2026 Apr 30
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