Matches in SemOpenAlex for { <https://semopenalex.org/work/W2099589805> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2099589805 endingPage "1443" @default.
- W2099589805 startingPage "1442" @default.
- W2099589805 abstract "Abstract Summary: Prognostic and diagnostic biomarker discovery is one of the key issues for a successful stratification of patients according to clinical risk factors. For this purpose, statistical classification methods, such as support vector machines (SVM), are frequently used tools. Different groups have recently shown that the usage of prior biological knowledge significantly improves the classification results in terms of accuracy as well as reproducibility and interpretability of gene lists. Here, we introduce pathClass, a collection of different SVM-based classification methods for improved gene selection and classfication performance. The methods contained in pathClass do not merely rely on gene expression data but also exploit the information that is carried in gene network data. Availability: pathClass is open source and freely available as an R-Package on the CRAN repository at http://cran.r-project.org Contact: m.johannes@dkfz-heidelberg.de; tim.beissbarth@ams.med.uni-goettingen.de" @default.
- W2099589805 created "2016-06-24" @default.
- W2099589805 creator A5017944645 @default.
- W2099589805 creator A5025249874 @default.
- W2099589805 creator A5049983456 @default.
- W2099589805 creator A5054001409 @default.
- W2099589805 date "2011-03-30" @default.
- W2099589805 modified "2023-10-16" @default.
- W2099589805 title "<tt>pathClass</tt>: an R-package for integration of pathway knowledge into support vector machines for biomarker discovery" @default.
- W2099589805 cites W1482921780 @default.
- W2099589805 cites W1906461790 @default.
- W2099589805 cites W1989160450 @default.
- W2099589805 cites W2022829943 @default.
- W2099589805 cites W2034280056 @default.
- W2099589805 cites W2087347434 @default.
- W2099589805 cites W2109363337 @default.
- W2099589805 cites W2116224763 @default.
- W2099589805 cites W2128689695 @default.
- W2099589805 cites W2143426320 @default.
- W2099589805 cites W2143516113 @default.
- W2099589805 cites W2154947819 @default.
- W2099589805 cites W2157132621 @default.
- W2099589805 cites W4237171445 @default.
- W2099589805 doi "https://doi.org/10.1093/bioinformatics/btr157" @default.
- W2099589805 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/21450711" @default.
- W2099589805 hasPublicationYear "2011" @default.
- W2099589805 type Work @default.
- W2099589805 sameAs 2099589805 @default.
- W2099589805 citedByCount "19" @default.
- W2099589805 countsByYear W20995898052012 @default.
- W2099589805 countsByYear W20995898052013 @default.
- W2099589805 countsByYear W20995898052014 @default.
- W2099589805 countsByYear W20995898052015 @default.
- W2099589805 countsByYear W20995898052016 @default.
- W2099589805 countsByYear W20995898052017 @default.
- W2099589805 countsByYear W20995898052018 @default.
- W2099589805 countsByYear W20995898052020 @default.
- W2099589805 countsByYear W20995898052021 @default.
- W2099589805 crossrefType "journal-article" @default.
- W2099589805 hasAuthorship W2099589805A5017944645 @default.
- W2099589805 hasAuthorship W2099589805A5025249874 @default.
- W2099589805 hasAuthorship W2099589805A5049983456 @default.
- W2099589805 hasAuthorship W2099589805A5054001409 @default.
- W2099589805 hasBestOaLocation W20995898051 @default.
- W2099589805 hasConcept C104317684 @default.
- W2099589805 hasConcept C119857082 @default.
- W2099589805 hasConcept C12267149 @default.
- W2099589805 hasConcept C124101348 @default.
- W2099589805 hasConcept C124535831 @default.
- W2099589805 hasConcept C154945302 @default.
- W2099589805 hasConcept C165696696 @default.
- W2099589805 hasConcept C2781067378 @default.
- W2099589805 hasConcept C2984074130 @default.
- W2099589805 hasConcept C38652104 @default.
- W2099589805 hasConcept C41008148 @default.
- W2099589805 hasConcept C459310 @default.
- W2099589805 hasConcept C46111723 @default.
- W2099589805 hasConcept C55493867 @default.
- W2099589805 hasConcept C70721500 @default.
- W2099589805 hasConcept C86803240 @default.
- W2099589805 hasConceptScore W2099589805C104317684 @default.
- W2099589805 hasConceptScore W2099589805C119857082 @default.
- W2099589805 hasConceptScore W2099589805C12267149 @default.
- W2099589805 hasConceptScore W2099589805C124101348 @default.
- W2099589805 hasConceptScore W2099589805C124535831 @default.
- W2099589805 hasConceptScore W2099589805C154945302 @default.
- W2099589805 hasConceptScore W2099589805C165696696 @default.
- W2099589805 hasConceptScore W2099589805C2781067378 @default.
- W2099589805 hasConceptScore W2099589805C2984074130 @default.
- W2099589805 hasConceptScore W2099589805C38652104 @default.
- W2099589805 hasConceptScore W2099589805C41008148 @default.
- W2099589805 hasConceptScore W2099589805C459310 @default.
- W2099589805 hasConceptScore W2099589805C46111723 @default.
- W2099589805 hasConceptScore W2099589805C55493867 @default.
- W2099589805 hasConceptScore W2099589805C70721500 @default.
- W2099589805 hasConceptScore W2099589805C86803240 @default.
- W2099589805 hasIssue "10" @default.
- W2099589805 hasLocation W20995898051 @default.
- W2099589805 hasLocation W20995898052 @default.
- W2099589805 hasLocation W20995898053 @default.
- W2099589805 hasOpenAccess W2099589805 @default.
- W2099589805 hasPrimaryLocation W20995898051 @default.
- W2099589805 hasRelatedWork W2099589805 @default.
- W2099589805 hasRelatedWork W2103398089 @default.
- W2099589805 hasRelatedWork W3006943036 @default.
- W2099589805 hasRelatedWork W3012234327 @default.
- W2099589805 hasRelatedWork W3191046242 @default.
- W2099589805 hasRelatedWork W4200480707 @default.
- W2099589805 hasRelatedWork W4205364923 @default.
- W2099589805 hasRelatedWork W4206534706 @default.
- W2099589805 hasRelatedWork W4229079080 @default.
- W2099589805 hasRelatedWork W4294031299 @default.
- W2099589805 hasVolume "27" @default.
- W2099589805 isParatext "false" @default.
- W2099589805 isRetracted "false" @default.
- W2099589805 magId "2099589805" @default.
- W2099589805 workType "article" @default.