FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1484652196> ?p ?o ?g. }

• W1484652196 endingPage "e0126020" @default.
• W1484652196 startingPage "e0126020" @default.
• W1484652196 abstract "Objectives Intra-uterine growth retardation is often of unknown origin, and is of great interest as a “Fetal Origin of Adult Disease” has been now well recognized. We built a benchmark based upon a previously analysed data set related to Intrauterine Growth Retardation with 46 subjects described by 14 variables, related with the insulin-like growth factor system and pro-inflammatory cytokines, namely interleukin -6 and tumor necrosis factor -α. Design and Methods We used new algorithms for optimal information sorting based on the combination of two neural network algorithms: Auto-contractive Map and Activation and Competition System. Auto-Contractive Map spatializes the relationships among variables or records by constructing a suitable embedding space where ‘closeness’ among variables or records reflects accurately their associations. The Activation and Competition System algorithm instead works as a dynamic non linear associative memory on the weight matrices of other algorithms, and is able to produce a prototypical variable profile of a given target. Results Classical statistical analysis, proved to be unable to distinguish intrauterine growth retardation from appropriate-for-gestational age (AGA) subjects due to the high non-linearity of underlying functions. Auto-contractive map succeeded in clustering and differentiating completely the conditions under study, while Activation and Competition System allowed to develop the profile of variables which discriminated the two conditions under study better than any other previous form of attempt. In particular, Activation and Competition System showed that ppropriateness for gestational age was explained by IGF-2 relative gene expression, and by IGFBP-2 and TNF-α placental contents. IUGR instead was explained by IGF-I, IGFBP-1, IGFBP-2 and IL-6 gene expression in placenta. Conclusion This further analysis provided further insight into the placental key-players of fetal growth within the insulin-like growth factor and cytokine systems. Our previous published analysis could identify only which variables were predictive of fetal growth in general, and identified only some relationships." @default.
• W1484652196 created "2016-06-24" @default.
• W1484652196 creator A5021545379 @default.
• W1484652196 creator A5048150723 @default.
• W1484652196 creator A5053301391 @default.
• W1484652196 creator A5076413784 @default.
• W1484652196 date "2015-07-09" @default.
• W1484652196 modified "2023-09-25" @default.
• W1484652196 title "Data Mining of Determinants of Intrauterine Growth Retardation Revisited Using Novel Algorithms Generating Semantic Maps and Prototypical Discriminating Variable Profiles" @default.
• W1484652196 cites W1852334944 @default.
• W1484652196 cites W1867300354 @default.
• W1484652196 cites W192235831 @default.
• W1484652196 cites W1964841637 @default.
• W1484652196 cites W1967011375 @default.
• W1484652196 cites W1970142642 @default.
• W1484652196 cites W1971324436 @default.
• W1484652196 cites W1972590376 @default.
• W1484652196 cites W1980039229 @default.
• W1484652196 cites W1981610400 @default.
• W1484652196 cites W1987971958 @default.
• W1484652196 cites W1989318455 @default.
• W1484652196 cites W1993672117 @default.
• W1484652196 cites W2007573212 @default.
• W1484652196 cites W2017949036 @default.
• W1484652196 cites W2020704894 @default.
• W1484652196 cites W2024951997 @default.
• W1484652196 cites W2033996868 @default.
• W1484652196 cites W2040937081 @default.
• W1484652196 cites W2046524293 @default.
• W1484652196 cites W2049350104 @default.
• W1484652196 cites W2060873740 @default.
• W1484652196 cites W2065457887 @default.
• W1484652196 cites W2071832565 @default.
• W1484652196 cites W2082677708 @default.
• W1484652196 cites W2082871684 @default.
• W1484652196 cites W2099117463 @default.
• W1484652196 cites W2106239622 @default.
• W1484652196 cites W2113438859 @default.
• W1484652196 cites W2114740488 @default.
• W1484652196 cites W2123090083 @default.
• W1484652196 cites W2124221313 @default.
• W1484652196 cites W2130078845 @default.
• W1484652196 cites W2130226121 @default.
• W1484652196 cites W2130236199 @default.
• W1484652196 cites W2133766202 @default.
• W1484652196 cites W2134827491 @default.
• W1484652196 cites W2135761286 @default.
• W1484652196 cites W2139278683 @default.
• W1484652196 cites W2139342898 @default.
• W1484652196 cites W2155824086 @default.
• W1484652196 cites W2158472102 @default.
• W1484652196 cites W2287077337 @default.
• W1484652196 cites W2441641701 @default.
• W1484652196 cites W4244342249 @default.
• W1484652196 cites W4244849366 @default.
• W1484652196 doi "https://doi.org/10.1371/journal.pone.0126020" @default.
• W1484652196 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4497659" @default.
• W1484652196 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26158499" @default.
• W1484652196 hasPublicationYear "2015" @default.
• W1484652196 type Work @default.
• W1484652196 sameAs 1484652196 @default.
• W1484652196 citedByCount "10" @default.
• W1484652196 countsByYear W14846521962017 @default.
• W1484652196 countsByYear W14846521962019 @default.
• W1484652196 countsByYear W14846521962020 @default.
• W1484652196 countsByYear W14846521962021 @default.
• W1484652196 countsByYear W14846521962022 @default.
• W1484652196 countsByYear W14846521962023 @default.
• W1484652196 crossrefType "journal-article" @default.
• W1484652196 hasAuthorship W1484652196A5021545379 @default.
• W1484652196 hasAuthorship W1484652196A5048150723 @default.
• W1484652196 hasAuthorship W1484652196A5053301391 @default.
• W1484652196 hasAuthorship W1484652196A5076413784 @default.
• W1484652196 hasBestOaLocation W14846521961 @default.
• W1484652196 hasConcept C11413529 @default.
• W1484652196 hasConcept C153180895 @default.
• W1484652196 hasConcept C154945302 @default.
• W1484652196 hasConcept C2778376644 @default.
• W1484652196 hasConcept C2779234561 @default.
• W1484652196 hasConcept C33923547 @default.
• W1484652196 hasConcept C41008148 @default.
• W1484652196 hasConcept C54355233 @default.
• W1484652196 hasConcept C73555534 @default.
• W1484652196 hasConcept C86803240 @default.
• W1484652196 hasConceptScore W1484652196C11413529 @default.
• W1484652196 hasConceptScore W1484652196C153180895 @default.
• W1484652196 hasConceptScore W1484652196C154945302 @default.
• W1484652196 hasConceptScore W1484652196C2778376644 @default.
• W1484652196 hasConceptScore W1484652196C2779234561 @default.
• W1484652196 hasConceptScore W1484652196C33923547 @default.
• W1484652196 hasConceptScore W1484652196C41008148 @default.
• W1484652196 hasConceptScore W1484652196C54355233 @default.
• W1484652196 hasConceptScore W1484652196C73555534 @default.
• W1484652196 hasConceptScore W1484652196C86803240 @default.
• W1484652196 hasIssue "7" @default.
• W1484652196 hasLocation W14846521961 @default.
• W1484652196 hasLocation W14846521962 @default.
• W1484652196 hasLocation W14846521963 @default.

• next