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Applicability domains for classification problems: Benchmarking of distance to models for Ames mutagenicity set.
Sushko I, Novotarskyi S, Körner R, Pandey AK, Cherkasov A, Li J, Gramatica P, Hansen K, Schroeter T, Müller KR, Xi L, Liu H, Yao X, Öberg T, Hormozdiari F, Dao P, Sahinalp C, Todeschini R, Polishchuk P, Artemenko A, Kuz'min V, Martin TM, Young DM, Fourches D, Muratov E, Tropsha A, Baskin I, Horvath D, Marcou G, Muller C, Varnek A, Prokopenko VV, Tetko IV. Sushko I, et al. Among authors: muratov e. J Chem Inf Model. 2010 Dec 27;50(12):2094-111. doi: 10.1021/ci100253r. Epub 2010 Oct 29. J Chem Inf Model. 2010. PMID: 21033656
Predicting drug-induced hepatotoxicity using QSAR and toxicogenomics approaches.
Low Y, Uehara T, Minowa Y, Yamada H, Ohno Y, Urushidani T, Sedykh A, Muratov E, Kuz'min V, Fourches D, Zhu H, Rusyn I, Tropsha A. Low Y, et al. Among authors: muratov e. Chem Res Toxicol. 2011 Aug 15;24(8):1251-62. doi: 10.1021/tx200148a. Epub 2011 Jul 21. Chem Res Toxicol. 2011. PMID: 21699217 Free PMC article.
QSAR analysis of the toxicity of nitroaromatics in Tetrahymena pyriformis: structural factors and possible modes of action.
Artemenko AG, Muratov EN, Kuz'min VE, Muratov NN, Varlamova EV, Kuz'mina AV, Gorb LG, Golius A, Hill FC, Leszczynski J, Tropsha A. Artemenko AG, et al. Among authors: muratov en, muratov nn. SAR QSAR Environ Res. 2011 Jul-Sep;22(5-6):575-601. doi: 10.1080/1062936X.2011.569950. Epub 2011 Jun 30. SAR QSAR Environ Res. 2011. PMID: 21714735 Free PMC article.
Data set modelability by QSAR.
Golbraikh A, Muratov E, Fourches D, Tropsha A. Golbraikh A, et al. Among authors: muratov e. J Chem Inf Model. 2014 Jan 27;54(1):1-4. doi: 10.1021/ci400572x. Epub 2014 Jan 8. J Chem Inf Model. 2014. PMID: 24251851 Free PMC article.
QSAR modeling: where have you been? Where are you going to?
Cherkasov A, Muratov EN, Fourches D, Varnek A, Baskin II, Cronin M, Dearden J, Gramatica P, Martin YC, Todeschini R, Consonni V, Kuz'min VE, Cramer R, Benigni R, Yang C, Rathman J, Terfloth L, Gasteiger J, Richard A, Tropsha A. Cherkasov A, et al. Among authors: muratov en. J Med Chem. 2014 Jun 26;57(12):4977-5010. doi: 10.1021/jm4004285. Epub 2014 Jan 6. J Med Chem. 2014. PMID: 24351051 Free PMC article.
152 results