Matches in SemOpenAlex for { <https://semopenalex.org/work/W2892218945> ?p ?o ?g. }
- W2892218945 abstract "Abstract In metabolomics, the detection of new biomarkers from NMR spectra is a promising approach. However, this analysis remains difficult due to the lack of a whole workflow that handles spectra pre-processing, automatic identification and quantification of metabolites and statistical analyses. We present ASICS , an R package that contains a complete workflow to analyse spectra from NMR experiments. It contains an automatic approach to identify and quantify metabolites in a complex mixture spectrum and uses the results of the quantification in untargeted and targeted statistical analyses. ASICS was shown to improve the precision of quantification in comparison to existing methods on two independant datasets. In addition, ASICS successfully recovered most metabolites that were found important to explain a two level condition describing the samples by a manual and expert analysis based on bucketting. It also found new relevant metabolites involved in metabolic pathways related to risk factors associated with the conditions. This workflow is available through the R package ASICS , available on the Bioconductor platform." @default.
- W2892218945 created "2018-09-27" @default.
- W2892218945 creator A5000394997 @default.
- W2892218945 creator A5012392826 @default.
- W2892218945 creator A5034487443 @default.
- W2892218945 creator A5051096924 @default.
- W2892218945 creator A5069214356 @default.
- W2892218945 creator A5073464172 @default.
- W2892218945 creator A5075813736 @default.
- W2892218945 creator A5085175221 @default.
- W2892218945 creator A5089644210 @default.
- W2892218945 creator A5091132568 @default.
- W2892218945 date "2018-09-04" @default.
- W2892218945 modified "2023-10-10" @default.
- W2892218945 title "ASICS: an R package for a whole analysis workflow of 1D <sup>1</sup>H NMR spectra" @default.
- W2892218945 cites W1936841329 @default.
- W2892218945 cites W1990399673 @default.
- W2892218945 cites W2006565594 @default.
- W2892218945 cites W2011897000 @default.
- W2892218945 cites W2018426784 @default.
- W2892218945 cites W2027878425 @default.
- W2892218945 cites W2045074061 @default.
- W2892218945 cites W2048684164 @default.
- W2892218945 cites W2051366884 @default.
- W2892218945 cites W2069928158 @default.
- W2892218945 cites W2092061636 @default.
- W2892218945 cites W2094836162 @default.
- W2892218945 cites W2108488321 @default.
- W2892218945 cites W2132239943 @default.
- W2892218945 cites W2146488171 @default.
- W2892218945 cites W2160697532 @default.
- W2892218945 cites W2333772950 @default.
- W2892218945 cites W2341820027 @default.
- W2892218945 cites W2510008645 @default.
- W2892218945 cites W2735452220 @default.
- W2892218945 cites W2735602624 @default.
- W2892218945 cites W2746424298 @default.
- W2892218945 cites W2765923877 @default.
- W2892218945 cites W2775370394 @default.
- W2892218945 cites W2782259399 @default.
- W2892218945 cites W2783565492 @default.
- W2892218945 cites W2792577725 @default.
- W2892218945 cites W2796381987 @default.
- W2892218945 cites W2802252242 @default.
- W2892218945 cites W2949521832 @default.
- W2892218945 doi "https://doi.org/10.1101/407924" @default.
- W2892218945 hasPublicationYear "2018" @default.
- W2892218945 type Work @default.
- W2892218945 sameAs 2892218945 @default.
- W2892218945 citedByCount "1" @default.
- W2892218945 countsByYear W28922189452019 @default.
- W2892218945 crossrefType "posted-content" @default.
- W2892218945 hasAuthorship W2892218945A5000394997 @default.
- W2892218945 hasAuthorship W2892218945A5012392826 @default.
- W2892218945 hasAuthorship W2892218945A5034487443 @default.
- W2892218945 hasAuthorship W2892218945A5051096924 @default.
- W2892218945 hasAuthorship W2892218945A5069214356 @default.
- W2892218945 hasAuthorship W2892218945A5073464172 @default.
- W2892218945 hasAuthorship W2892218945A5075813736 @default.
- W2892218945 hasAuthorship W2892218945A5085175221 @default.
- W2892218945 hasAuthorship W2892218945A5089644210 @default.
- W2892218945 hasAuthorship W2892218945A5091132568 @default.
- W2892218945 hasBestOaLocation W28922189451 @default.
- W2892218945 hasConcept C104317684 @default.
- W2892218945 hasConcept C105795698 @default.
- W2892218945 hasConcept C121332964 @default.
- W2892218945 hasConcept C1276947 @default.
- W2892218945 hasConcept C177212765 @default.
- W2892218945 hasConcept C185592680 @default.
- W2892218945 hasConcept C21565614 @default.
- W2892218945 hasConcept C2779694297 @default.
- W2892218945 hasConcept C2984074130 @default.
- W2892218945 hasConcept C2986587452 @default.
- W2892218945 hasConcept C33923547 @default.
- W2892218945 hasConcept C41008148 @default.
- W2892218945 hasConcept C43617362 @default.
- W2892218945 hasConcept C459310 @default.
- W2892218945 hasConcept C4839761 @default.
- W2892218945 hasConcept C55493867 @default.
- W2892218945 hasConcept C67787023 @default.
- W2892218945 hasConcept C70721500 @default.
- W2892218945 hasConcept C77088390 @default.
- W2892218945 hasConcept C86803240 @default.
- W2892218945 hasConceptScore W2892218945C104317684 @default.
- W2892218945 hasConceptScore W2892218945C105795698 @default.
- W2892218945 hasConceptScore W2892218945C121332964 @default.
- W2892218945 hasConceptScore W2892218945C1276947 @default.
- W2892218945 hasConceptScore W2892218945C177212765 @default.
- W2892218945 hasConceptScore W2892218945C185592680 @default.
- W2892218945 hasConceptScore W2892218945C21565614 @default.
- W2892218945 hasConceptScore W2892218945C2779694297 @default.
- W2892218945 hasConceptScore W2892218945C2984074130 @default.
- W2892218945 hasConceptScore W2892218945C2986587452 @default.
- W2892218945 hasConceptScore W2892218945C33923547 @default.
- W2892218945 hasConceptScore W2892218945C41008148 @default.
- W2892218945 hasConceptScore W2892218945C43617362 @default.
- W2892218945 hasConceptScore W2892218945C459310 @default.
- W2892218945 hasConceptScore W2892218945C4839761 @default.
- W2892218945 hasConceptScore W2892218945C55493867 @default.
- W2892218945 hasConceptScore W2892218945C67787023 @default.