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Methods for reliability and uncertainty assessment and for applicability evaluations of classification- and regression-based QSARs.
Eriksson L, Jaworska J, Worth AP, Cronin MT, McDowell RM, Gramatica P.
Environ Health Perspect. 2003 Aug;111(10):1361-75. Review.PMID: 12896860 [PubMed - indexed for MEDLINE]Related articlesFree article
The importance of the domain of applicability in QSAR modeling.
Weaver S, Gleeson MP.
J Mol Graph Model. 2008 Jun;26(8):1315-26. Epub 2008 Jan 18.PMID: 18328754 [PubMed - indexed for MEDLINE]Related articles
Quantitative structure-activity relationship methods: perspectives on drug discovery and toxicology.
Perkins R, Fang H, Tong W, Welsh WJ.
Environ Toxicol Chem. 2003 Aug;22(8):1666-79. Review.PMID: 12924569 [PubMed - indexed for MEDLINE]Related articles
Use of QSARs in international decision-making frameworks to predict health effects of chemical substances.
Cronin MT, Jaworska JS, Walker JD, Comber MH, Watts CD, Worth AP.
Environ Health Perspect. 2003 Aug;111(10):1391-401. Review.PMID: 12896862 [PubMed - indexed for MEDLINE]Related articlesFree article
Assessment of prediction confidence and domain extrapolation of two structure-activity relationship models for predicting estrogen receptor binding activity.
Tong W, Xie Q, Hong H, Shi L, Fang H, Perkins R.
Environ Health Perspect. 2004 Aug;112(12):1249-54.PMID: 15345371 [PubMed - indexed for MEDLINE]Related articlesFree article
Summary of a workshop on regulatory acceptance of (Q)SARs for human health and environmental endpoints.
Jaworska JS, Comber M, Auer C, Van Leeuwen CJ.
Environ Health Perspect. 2003 Aug;111(10):1358-60.PMID: 12896859 [PubMed - indexed for MEDLINE]Related articlesFree article
Practical considerations on the use of predictive models for regulatory purposes.
Tunkel J, Mayo K, Austin C, Hickerson A, Howard P.
Environ Sci Technol. 2005 Apr 1;39(7):2188-99.PMID: 15871254 [PubMed - indexed for MEDLINE]Related articles
Improving the applicability of (Q)SARs for percutaneous penetration in regulatory risk assessment.
Bouwman T, Cronin MT, Bessems JG, van de Sandt JJ.
Hum Exp Toxicol. 2008 Apr;27(4):269-76.PMID: 18684796 [PubMed - indexed for MEDLINE]Related articles
Use of QSARs in international decision-making frameworks to predict ecologic effects and environmental fate of chemical substances.
Cronin MT, Walker JD, Jaworska JS, Comber MH, Watts CD, Worth AP.
Environ Health Perspect. 2003 Aug;111(10):1376-90. Review.PMID: 12896861 [PubMed - indexed for MEDLINE]Related articlesFree article
The specificity of the QSAR models for regulatory purposes: the example of the DEMETRA project.
Benfenati E.
SAR QSAR Environ Res. 2007 May-Jun;18(3-4):209-20.PMID: 17514566 [PubMed - indexed for MEDLINE]Related articles
Publicly-accessible QSAR software tools developed by the Joint Research Centre.
Pavan M, Worth AP.
SAR QSAR Environ Res. 2008 Oct;19(7-8):785-99.PMID: 19061088 [PubMed - indexed for MEDLINE]Related articles
Quantitative structure-activity relationships for predicting potential ecological hazard of organic chemicals for use in regulatory risk assessments.
Comber MH, Walker JD, Watts C, Hermens J.
Environ Toxicol Chem. 2003 Aug;22(8):1822-8. Review.PMID: 12924581 [PubMed - indexed for MEDLINE]Related articles
Overview of data and conceptual approaches for derivation of quantitative structure-activity relationships for ecotoxicological effects of organic chemicals.
Bradbury SP, Russom CL, Ankley GT, Schultz TW, Walker JD.
Environ Toxicol Chem. 2003 Aug;22(8):1789-98. Review.PMID: 12924578 [PubMed - indexed for MEDLINE]Related articles
Predictivity of QSAR.
Benigni R, Bossa C.
J Chem Inf Model. 2008 May;48(5):971-80. Epub 2008 Apr 22.PMID: 18426198 [PubMed - indexed for MEDLINE]Related articles
QSAR model for predicting pesticide aquatic toxicity.
Mazzatorta P, Smiesko M, Lo Piparo E, Benfenati E.
J Chem Inf Model. 2005 Nov-Dec;45(6):1767-74.PMID: 16309283 [PubMed - indexed for MEDLINE]Related articles
Diagnostic tools to determine the quality of "transparent" regression-based QSARs: the "modelling power" plot.
Sagrado S, Cronin MT.
J Chem Inf Model. 2006 May-Jun;46(3):1523-32.PMID: 16711772 [PubMed - indexed for MEDLINE]Related articles
An overview of the use of quantitative structure-activity relationships for ranking and prioritizing large chemical inventories for environmental risk assessments.
Russom CL, Breton RL, Walker JD, Bradbury SP.
Environ Toxicol Chem. 2003 Aug;22(8):1810-21. Review.PMID: 12924580 [PubMed - indexed for MEDLINE]Related articles
Critical assessment of QSAR models of environmental toxicity against Tetrahymena pyriformis: focusing on applicability domain and overfitting by variable selection.
Tetko IV, Sushko I, Pandey AK, Zhu H, Tropsha A, Papa E, Oberg T, Todeschini R, Fourches D, Varnek A.
J Chem Inf Model. 2008 Sep;48(9):1733-46. Epub 2008 Aug 26.PMID: 18729318 [PubMed - indexed for MEDLINE]Related articles
Prediction of PAH mutagenicity in human cells by QSAR classification.
Papa E, Pilutti P, Gramatica P.
SAR QSAR Environ Res. 2008 Jan-Mar;19(1-2):115-27.PMID: 18311639 [PubMed - indexed for MEDLINE]Related articles
QSAR prediction of estrogen activity for a large set of diverse chemicals under the guidance of OECD principles.
Liu H, Papa E, Gramatica P.
Chem Res Toxicol. 2006 Nov;19(11):1540-8.PMID: 17112243 [PubMed - indexed for MEDLINE]Related articles
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