FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2021796577> ?p ?o ?g. }

• W2021796577 endingPage "1580" @default.
• W2021796577 startingPage "1567" @default.
• W2021796577 abstract "Classification models were developed to provide accurate prediction of genotoxicity of 277 polycyclic aromatic compounds (PACs) directly from their molecular structures. Numerical descriptors encoding the topological, geometric, electronic, and polar surface area properties of the compounds were calculated to represent the structural information. Each compound's genotoxicity was represented with IMAX (maximal SOS induction factor) values measured by the SOS Chromotest in the presence and absence of S9 rat liver homogenate. The compounds' class identity was determined by a cutoff IMAX value of 1.25compounds with IMAX > 1.25 in either test were classified as genotoxic, and the ones with IMAX ≤ 1.25 were nongenotoxic. Several binary classification models were generated to predict genotoxicity: k-nearest neighbor (k-NN), linear discriminant analysis, and probabilistic neural network. The study showed k-NN to provide the highest predictive ability among the three classifiers with a training set classification rate of 93.5%. A consensus model was also developed that incorporated the three classifiers and correctly predicted 81.2% of the 277 compounds. It also provided a higher prediction rate on the genotoxic class than any other single model." @default.
• W2021796577 created "2016-06-24" @default.
• W2021796577 creator A5015549345 @default.
• W2021796577 creator A5032355414 @default.
• W2021796577 creator A5034287604 @default.
• W2021796577 creator A5046516312 @default.
• W2021796577 creator A5064557777 @default.
• W2021796577 date "2003-11-20" @default.
• W2021796577 modified "2023-10-15" @default.
• W2021796577 title "Predicting the Genotoxicity of Polycyclic Aromatic Compounds from Molecular Structure with Different Classifiers" @default.
• W2021796577 cites W1971256926 @default.
• W2021796577 cites W1983785994 @default.
• W2021796577 cites W2009753156 @default.
• W2021796577 cites W2014758254 @default.
• W2021796577 cites W2015543341 @default.
• W2021796577 cites W2023819881 @default.
• W2021796577 cites W2030567092 @default.
• W2021796577 cites W2032307710 @default.
• W2021796577 cites W2064676317 @default.
• W2021796577 cites W2068116546 @default.
• W2021796577 cites W2081995654 @default.
• W2021796577 cites W2091823093 @default.
• W2021796577 cites W2126890481 @default.
• W2021796577 cites W2134473756 @default.
• W2021796577 cites W2409065277 @default.
• W2021796577 cites W4247109263 @default.
• W2021796577 cites W4301927361 @default.
• W2021796577 cites W601411071 @default.
• W2021796577 doi "https://doi.org/10.1021/tx030032a" @default.
• W2021796577 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/14680371" @default.
• W2021796577 hasPublicationYear "2003" @default.
• W2021796577 type Work @default.
• W2021796577 sameAs 2021796577 @default.
• W2021796577 citedByCount "44" @default.
• W2021796577 countsByYear W20217965772012 @default.
• W2021796577 countsByYear W20217965772013 @default.
• W2021796577 countsByYear W20217965772015 @default.
• W2021796577 countsByYear W20217965772020 @default.
• W2021796577 countsByYear W20217965772021 @default.
• W2021796577 countsByYear W20217965772023 @default.
• W2021796577 crossrefType "journal-article" @default.
• W2021796577 hasAuthorship W2021796577A5015549345 @default.
• W2021796577 hasAuthorship W2021796577A5032355414 @default.
• W2021796577 hasAuthorship W2021796577A5034287604 @default.
• W2021796577 hasAuthorship W2021796577A5046516312 @default.
• W2021796577 hasAuthorship W2021796577A5064557777 @default.
• W2021796577 hasConcept C153180895 @default.
• W2021796577 hasConcept C154945302 @default.
• W2021796577 hasConcept C164126121 @default.
• W2021796577 hasConcept C164923092 @default.
• W2021796577 hasConcept C178790620 @default.
• W2021796577 hasConcept C185592680 @default.
• W2021796577 hasConcept C186060115 @default.
• W2021796577 hasConcept C2778959862 @default.
• W2021796577 hasConcept C29730261 @default.
• W2021796577 hasConcept C33923547 @default.
• W2021796577 hasConcept C41008148 @default.
• W2021796577 hasConcept C48372109 @default.
• W2021796577 hasConcept C51632099 @default.
• W2021796577 hasConcept C69738355 @default.
• W2021796577 hasConcept C71240020 @default.
• W2021796577 hasConcept C86803240 @default.
• W2021796577 hasConcept C94375191 @default.
• W2021796577 hasConceptScore W2021796577C153180895 @default.
• W2021796577 hasConceptScore W2021796577C154945302 @default.
• W2021796577 hasConceptScore W2021796577C164126121 @default.
• W2021796577 hasConceptScore W2021796577C164923092 @default.
• W2021796577 hasConceptScore W2021796577C178790620 @default.
• W2021796577 hasConceptScore W2021796577C185592680 @default.
• W2021796577 hasConceptScore W2021796577C186060115 @default.
• W2021796577 hasConceptScore W2021796577C2778959862 @default.
• W2021796577 hasConceptScore W2021796577C29730261 @default.
• W2021796577 hasConceptScore W2021796577C33923547 @default.
• W2021796577 hasConceptScore W2021796577C41008148 @default.
• W2021796577 hasConceptScore W2021796577C48372109 @default.
• W2021796577 hasConceptScore W2021796577C51632099 @default.
• W2021796577 hasConceptScore W2021796577C69738355 @default.
• W2021796577 hasConceptScore W2021796577C71240020 @default.
• W2021796577 hasConceptScore W2021796577C86803240 @default.
• W2021796577 hasConceptScore W2021796577C94375191 @default.
• W2021796577 hasIssue "12" @default.
• W2021796577 hasLocation W20217965771 @default.
• W2021796577 hasLocation W20217965772 @default.
• W2021796577 hasOpenAccess W2021796577 @default.
• W2021796577 hasPrimaryLocation W20217965771 @default.
• W2021796577 hasRelatedWork W1518515965 @default.
• W2021796577 hasRelatedWork W1978931025 @default.
• W2021796577 hasRelatedWork W2063120953 @default.
• W2021796577 hasRelatedWork W2087954428 @default.
• W2021796577 hasRelatedWork W2148009427 @default.
• W2021796577 hasRelatedWork W2165637039 @default.
• W2021796577 hasRelatedWork W2753230657 @default.
• W2021796577 hasRelatedWork W2950619713 @default.
• W2021796577 hasRelatedWork W3149724803 @default.
• W2021796577 hasRelatedWork W3159291941 @default.
• W2021796577 hasVolume "16" @default.
• W2021796577 isParatext "false" @default.
• W2021796577 isRetracted "false" @default.

• next