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Leveraging Cell Painting Images to Expand the Applicability Domain and Actively Improve Deep Learning Quantitative Structure-Activity Relationship Models.
Herman D, Kańduła MM, Freitas LGA, van Dongen C, Le Van T, Mesens N, Jaensch S, Gustin E, Micholt L, Lardeau CH, Varsakelis C, Reumers J, Zoffmann S, Will Y, Peeters PJ, Ceulemans H. Herman D, et al. Among authors: mesens n. Chem Res Toxicol. 2023 Jul 17;36(7):1028-1036. doi: 10.1021/acs.chemrestox.2c00404. Epub 2023 Jun 16. Chem Res Toxicol. 2023. PMID: 37327474 Free PMC article.
Test systems in drug discovery for hazard identification and risk assessment of human drug-induced liver injury.
Weaver RJ, Betts C, Blomme EAG, Gerets HHJ, Gjervig Jensen K, Hewitt PG, Juhila S, Labbe G, Liguori MJ, Mesens N, Ogese MO, Persson M, Snoeys J, Stevens JL, Walker T, Park BK. Weaver RJ, et al. Among authors: mesens n. Expert Opin Drug Metab Toxicol. 2017 Jul;13(7):767-782. doi: 10.1080/17425255.2017.1341489. Epub 2017 Jun 28. Expert Opin Drug Metab Toxicol. 2017. PMID: 28604124 Review.
Phospholipidosis in rats treated with amiodarone: serum biochemistry and whole genome micro-array analysis supporting the lipid traffic jam hypothesis and the subsequent rise of the biomarker BMP.
Mesens N, Desmidt M, Verheyen GR, Starckx S, Damsch S, De Vries R, Verhemeldonck M, Van Gompel J, Lampo A, Lammens L. Mesens N, et al. Toxicol Pathol. 2012 Apr;40(3):491-503. doi: 10.1177/0192623311432290. Epub 2012 Jan 30. Toxicol Pathol. 2012. PMID: 22291062