Matches in SemOpenAlex for { <https://semopenalex.org/work/W2045203929> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2045203929 abstract "The 12th Annual International Conference on the Critical Assessment of Massive Data Analysis (CAMDA) used data from the massive Japanese Toxicogenomics Project (TGP) to predict drug-induced liver injury (DILI) concern provided by the U.S. Food and Drug Administration (FDA). The challenge was to predict DILI concern by means of gene expression data. Analysis of this high-dimensional toxicogenomic data requires statistical methodologies that can detect the transcriptomic associations with toxicity. We propose an analysis technique that involves sparse principal component analysis to efficiently reduce the dimension of the analysis problem. Sparse principal component variables are composed of groups of expressed genes. Associations between DILI concern and sparse principal component variables were tested and further scrutinized with sparse regression methodology to identify concise transcriptomic structures potentially responsible for and predictive of drug toxicity. Working with a subset of the TGP data wit..." @default.
- W2045203929 created "2016-06-24" @default.
- W2045203929 creator A5027743498 @default.
- W2045203929 creator A5073926476 @default.
- W2045203929 date "2014-01-02" @default.
- W2045203929 modified "2023-09-28" @default.
- W2045203929 title "Detecting networks of genes associated with human drug induced liver injury (DILI) concern using sparse principal components" @default.
- W2045203929 cites W1964895626 @default.
- W2045203929 cites W1975900269 @default.
- W2045203929 cites W2012819882 @default.
- W2045203929 cites W2061516382 @default.
- W2045203929 cites W2081098333 @default.
- W2045203929 cites W2087561463 @default.
- W2045203929 cites W2098290597 @default.
- W2045203929 cites W2120682915 @default.
- W2045203929 cites W2122825543 @default.
- W2045203929 cites W2130096284 @default.
- W2045203929 cites W2133178176 @default.
- W2045203929 cites W2150926065 @default.
- W2045203929 cites W4294541781 @default.
- W2045203929 doi "https://doi.org/10.4161/sysb.29413" @default.
- W2045203929 hasPublicationYear "2014" @default.
- W2045203929 type Work @default.
- W2045203929 sameAs 2045203929 @default.
- W2045203929 citedByCount "1" @default.
- W2045203929 countsByYear W20452039292015 @default.
- W2045203929 crossrefType "journal-article" @default.
- W2045203929 hasAuthorship W2045203929A5027743498 @default.
- W2045203929 hasAuthorship W2045203929A5073926476 @default.
- W2045203929 hasConcept C103637391 @default.
- W2045203929 hasConcept C104317684 @default.
- W2045203929 hasConcept C124101348 @default.
- W2045203929 hasConcept C150194340 @default.
- W2045203929 hasConcept C154945302 @default.
- W2045203929 hasConcept C162317418 @default.
- W2045203929 hasConcept C202444582 @default.
- W2045203929 hasConcept C27438332 @default.
- W2045203929 hasConcept C2776637226 @default.
- W2045203929 hasConcept C2780035454 @default.
- W2045203929 hasConcept C33676613 @default.
- W2045203929 hasConcept C33923547 @default.
- W2045203929 hasConcept C41008148 @default.
- W2045203929 hasConcept C54355233 @default.
- W2045203929 hasConcept C70721500 @default.
- W2045203929 hasConcept C86803240 @default.
- W2045203929 hasConcept C93231420 @default.
- W2045203929 hasConcept C98274493 @default.
- W2045203929 hasConceptScore W2045203929C103637391 @default.
- W2045203929 hasConceptScore W2045203929C104317684 @default.
- W2045203929 hasConceptScore W2045203929C124101348 @default.
- W2045203929 hasConceptScore W2045203929C150194340 @default.
- W2045203929 hasConceptScore W2045203929C154945302 @default.
- W2045203929 hasConceptScore W2045203929C162317418 @default.
- W2045203929 hasConceptScore W2045203929C202444582 @default.
- W2045203929 hasConceptScore W2045203929C27438332 @default.
- W2045203929 hasConceptScore W2045203929C2776637226 @default.
- W2045203929 hasConceptScore W2045203929C2780035454 @default.
- W2045203929 hasConceptScore W2045203929C33676613 @default.
- W2045203929 hasConceptScore W2045203929C33923547 @default.
- W2045203929 hasConceptScore W2045203929C41008148 @default.
- W2045203929 hasConceptScore W2045203929C54355233 @default.
- W2045203929 hasConceptScore W2045203929C70721500 @default.
- W2045203929 hasConceptScore W2045203929C86803240 @default.
- W2045203929 hasConceptScore W2045203929C93231420 @default.
- W2045203929 hasConceptScore W2045203929C98274493 @default.
- W2045203929 hasLocation W20452039291 @default.
- W2045203929 hasOpenAccess W2045203929 @default.
- W2045203929 hasPrimaryLocation W20452039291 @default.
- W2045203929 hasRelatedWork W1967930109 @default.
- W2045203929 hasRelatedWork W1970720103 @default.
- W2045203929 hasRelatedWork W2002036160 @default.
- W2045203929 hasRelatedWork W2035592710 @default.
- W2045203929 hasRelatedWork W2075101738 @default.
- W2045203929 hasRelatedWork W2104745981 @default.
- W2045203929 hasRelatedWork W2110035828 @default.
- W2045203929 hasRelatedWork W2126257259 @default.
- W2045203929 hasRelatedWork W2262219949 @default.
- W2045203929 hasRelatedWork W2274985999 @default.
- W2045203929 hasRelatedWork W2417424826 @default.
- W2045203929 hasRelatedWork W2591138691 @default.
- W2045203929 hasRelatedWork W2964320892 @default.
- W2045203929 hasRelatedWork W2969509647 @default.
- W2045203929 hasRelatedWork W3018260322 @default.
- W2045203929 hasRelatedWork W3119904342 @default.
- W2045203929 hasRelatedWork W3184140403 @default.
- W2045203929 hasRelatedWork W3193652766 @default.
- W2045203929 isParatext "false" @default.
- W2045203929 isRetracted "false" @default.
- W2045203929 magId "2045203929" @default.
- W2045203929 workType "article" @default.