FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1570759637> ?p ?o ?g. }

• W1570759637 endingPage "CIN.S17277" @default.
• W1570759637 startingPage "CIN.S17277" @default.
• W1570759637 abstract "The pathological description of the stage of a tumor is an important clinical designation and is considered, like many other forms of biomedical data, an ordinal outcome. Currently, statistical methods for predicting an ordinal outcome using clinical, demographic, and high-dimensional correlated features are lacking. In this paper, we propose a method that fits an ordinal response model to predict an ordinal outcome for high-dimensional covariate spaces. Our method penalizes some covariates (high-throughput genomic features) without penalizing others (such as demographic and/or clinical covariates). We demonstrate the application of our method to predict the stage of breast cancer. In our model, breast cancer subtype is a nonpenalized predictor, and CpG site methylation values from the Illumina Human Methylation 450K assay are penalized predictors. The method has been made available in the ordinalgmifs package in the R programming environment." @default.
• W1570759637 created "2016-06-24" @default.
• W1570759637 creator A5020333872 @default.
• W1570759637 creator A5028511728 @default.
• W1570759637 creator A5070476953 @default.
• W1570759637 creator A5084786414 @default.
• W1570759637 date "2015-01-01" @default.
• W1570759637 modified "2023-09-27" @default.
• W1570759637 title "Penalized Ordinal Regression Methods for Predicting Stage of Cancer in High-Dimensional Covariate Spaces" @default.
• W1570759637 cites W1493801922 @default.
• W1570759637 cites W1506411356 @default.
• W1570759637 cites W1546952499 @default.
• W1570759637 cites W1556996865 @default.
• W1570759637 cites W1857813772 @default.
• W1570759637 cites W1968097776 @default.
• W1570759637 cites W2007980430 @default.
• W1570759637 cites W2010535134 @default.
• W1570759637 cites W2017502278 @default.
• W1570759637 cites W2020245513 @default.
• W1570759637 cites W2024819383 @default.
• W1570759637 cites W2041592237 @default.
• W1570759637 cites W2052381384 @default.
• W1570759637 cites W2066528650 @default.
• W1570759637 cites W2072409879 @default.
• W1570759637 cites W2095226697 @default.
• W1570759637 cites W2101870168 @default.
• W1570759637 cites W2107109715 @default.
• W1570759637 cites W2115956200 @default.
• W1570759637 cites W2128103604 @default.
• W1570759637 cites W2132558332 @default.
• W1570759637 cites W2137915568 @default.
• W1570759637 cites W2141105144 @default.
• W1570759637 cites W2144502467 @default.
• W1570759637 cites W2159300483 @default.
• W1570759637 cites W2170419859 @default.
• W1570759637 cites W2787894218 @default.
• W1570759637 cites W3105702746 @default.
• W1570759637 doi "https://doi.org/10.4137/cin.s17277" @default.
• W1570759637 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4447150" @default.
• W1570759637 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26052223" @default.
• W1570759637 hasPublicationYear "2015" @default.
• W1570759637 type Work @default.
• W1570759637 sameAs 1570759637 @default.
• W1570759637 citedByCount "10" @default.
• W1570759637 countsByYear W15707596372017 @default.
• W1570759637 countsByYear W15707596372019 @default.
• W1570759637 countsByYear W15707596372021 @default.
• W1570759637 countsByYear W15707596372022 @default.
• W1570759637 crossrefType "journal-article" @default.
• W1570759637 hasAuthorship W1570759637A5020333872 @default.
• W1570759637 hasAuthorship W1570759637A5028511728 @default.
• W1570759637 hasAuthorship W1570759637A5070476953 @default.
• W1570759637 hasAuthorship W1570759637A5084786414 @default.
• W1570759637 hasBestOaLocation W15707596371 @default.
• W1570759637 hasConcept C105795698 @default.
• W1570759637 hasConcept C110313322 @default.
• W1570759637 hasConcept C119043178 @default.
• W1570759637 hasConcept C119857082 @default.
• W1570759637 hasConcept C121608353 @default.
• W1570759637 hasConcept C124101348 @default.
• W1570759637 hasConcept C126322002 @default.
• W1570759637 hasConcept C143998085 @default.
• W1570759637 hasConcept C144237770 @default.
• W1570759637 hasConcept C148220186 @default.
• W1570759637 hasConcept C148483581 @default.
• W1570759637 hasConcept C154945302 @default.
• W1570759637 hasConcept C161584116 @default.
• W1570759637 hasConcept C33923547 @default.
• W1570759637 hasConcept C41008148 @default.
• W1570759637 hasConcept C530470458 @default.
• W1570759637 hasConcept C71924100 @default.
• W1570759637 hasConcept C81386100 @default.
• W1570759637 hasConcept C83546350 @default.
• W1570759637 hasConcept C87227347 @default.
• W1570759637 hasConceptScore W1570759637C105795698 @default.
• W1570759637 hasConceptScore W1570759637C110313322 @default.
• W1570759637 hasConceptScore W1570759637C119043178 @default.
• W1570759637 hasConceptScore W1570759637C119857082 @default.
• W1570759637 hasConceptScore W1570759637C121608353 @default.
• W1570759637 hasConceptScore W1570759637C124101348 @default.
• W1570759637 hasConceptScore W1570759637C126322002 @default.
• W1570759637 hasConceptScore W1570759637C143998085 @default.
• W1570759637 hasConceptScore W1570759637C144237770 @default.
• W1570759637 hasConceptScore W1570759637C148220186 @default.
• W1570759637 hasConceptScore W1570759637C148483581 @default.
• W1570759637 hasConceptScore W1570759637C154945302 @default.
• W1570759637 hasConceptScore W1570759637C161584116 @default.
• W1570759637 hasConceptScore W1570759637C33923547 @default.
• W1570759637 hasConceptScore W1570759637C41008148 @default.
• W1570759637 hasConceptScore W1570759637C530470458 @default.
• W1570759637 hasConceptScore W1570759637C71924100 @default.
• W1570759637 hasConceptScore W1570759637C81386100 @default.
• W1570759637 hasConceptScore W1570759637C83546350 @default.
• W1570759637 hasConceptScore W1570759637C87227347 @default.
• W1570759637 hasLocation W15707596371 @default.
• W1570759637 hasLocation W15707596372 @default.
• W1570759637 hasLocation W15707596373 @default.
• W1570759637 hasLocation W15707596374 @default.

• next