FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2586494677> ?p ?o ?g. }

• W2586494677 endingPage "e0171683" @default.
• W2586494677 startingPage "e0171683" @default.
• W2586494677 abstract "The purpose of this study was to investigate the role of features derived from breast dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and to incorporated clinical information to predict the molecular subtypes of breast cancer. In particular, 60 breast cancers with the following four molecular subtypes were analyzed: luminal A, luminal B, human epidermal growth factor receptor-2 (HER2)-over-expressing and basal-like. The breast region was segmented and the suspicious tumor was depicted on sequentially scanned MR images from each case. In total, 90 features were obtained, including 88 imaging features related to morphology and texture as well as dynamic features from tumor and background parenchymal enhancement (BPE) and 2 clinical information-based parameters, namely, age and menopausal status. An evolutionary algorithm was used to select an optimal subset of features for classification. Using these features, we trained a multi-class logistic regression classifier that calculated the area under the receiver operating characteristic curve (AUC). The results of a prediction model using 24 selected features showed high overall classification performance, with an AUC value of 0.869. The predictive model discriminated among the luminal A, luminal B, HER2 and basal-like subtypes, with AUC values of 0.867, 0.786, 0.888 and 0.923, respectively. An additional independent dataset with 36 patients was utilized to validate the results. A similar classification analysis of the validation dataset showed an AUC of 0.872 using 15 image features, 10 of which were identical to those from the first cohort. We identified clinical information and 3D imaging features from DCE-MRI as candidate biomarkers for discriminating among four molecular subtypes of breast cancer." @default.
• W2586494677 created "2017-02-17" @default.
• W2586494677 creator A5006907190 @default.
• W2586494677 creator A5045703368 @default.
• W2586494677 creator A5045998635 @default.
• W2586494677 creator A5065859286 @default.
• W2586494677 creator A5076042378 @default.
• W2586494677 creator A5083228477 @default.
• W2586494677 date "2017-02-06" @default.
• W2586494677 modified "2023-10-03" @default.
• W2586494677 title "Radiomic analysis reveals DCE-MRI features for prediction of molecular subtypes of breast cancer" @default.
• W2586494677 cites W1490299822 @default.
• W2586494677 cites W1540266252 @default.
• W2586494677 cites W1739307575 @default.
• W2586494677 cites W1860015181 @default.
• W2586494677 cites W1974910032 @default.
• W2586494677 cites W1977738564 @default.
• W2586494677 cites W1981728876 @default.
• W2586494677 cites W1990158414 @default.
• W2586494677 cites W1998646002 @default.
• W2586494677 cites W2004944726 @default.
• W2586494677 cites W2019499867 @default.
• W2586494677 cites W2028236537 @default.
• W2586494677 cites W2035808363 @default.
• W2586494677 cites W2040839197 @default.
• W2586494677 cites W2043515643 @default.
• W2586494677 cites W2044702943 @default.
• W2586494677 cites W2067870011 @default.
• W2586494677 cites W2068184624 @default.
• W2586494677 cites W2076309420 @default.
• W2586494677 cites W2087588003 @default.
• W2586494677 cites W2097475056 @default.
• W2586494677 cites W2100240570 @default.
• W2586494677 cites W2101020862 @default.
• W2586494677 cites W2101979288 @default.
• W2586494677 cites W2103938232 @default.
• W2586494677 cites W2106764497 @default.
• W2586494677 cites W2109124851 @default.
• W2586494677 cites W2115498751 @default.
• W2586494677 cites W2115603976 @default.
• W2586494677 cites W2115922446 @default.
• W2586494677 cites W2123261336 @default.
• W2586494677 cites W2123504579 @default.
• W2586494677 cites W2124735791 @default.
• W2586494677 cites W2127057139 @default.
• W2586494677 cites W2127365887 @default.
• W2586494677 cites W2132893003 @default.
• W2586494677 cites W2133765759 @default.
• W2586494677 cites W2142245422 @default.
• W2586494677 cites W2154142993 @default.
• W2586494677 cites W2157285286 @default.
• W2586494677 cites W2170602872 @default.
• W2586494677 cites W2171015116 @default.
• W2586494677 cites W2174661749 @default.
• W2586494677 cites W2234908568 @default.
• W2586494677 cites W2252911892 @default.
• W2586494677 cites W2253150690 @default.
• W2586494677 cites W2515832821 @default.
• W2586494677 cites W2590177834 @default.
• W2586494677 doi "https://doi.org/10.1371/journal.pone.0171683" @default.
• W2586494677 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5293281" @default.
• W2586494677 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28166261" @default.
• W2586494677 hasPublicationYear "2017" @default.
• W2586494677 type Work @default.
• W2586494677 sameAs 2586494677 @default.
• W2586494677 citedByCount "107" @default.
• W2586494677 countsByYear W25864946772017 @default.
• W2586494677 countsByYear W25864946772018 @default.
• W2586494677 countsByYear W25864946772019 @default.
• W2586494677 countsByYear W25864946772020 @default.
• W2586494677 countsByYear W25864946772021 @default.
• W2586494677 countsByYear W25864946772022 @default.
• W2586494677 countsByYear W25864946772023 @default.
• W2586494677 crossrefType "journal-article" @default.
• W2586494677 hasAuthorship W2586494677A5006907190 @default.
• W2586494677 hasAuthorship W2586494677A5045703368 @default.
• W2586494677 hasAuthorship W2586494677A5045998635 @default.
• W2586494677 hasAuthorship W2586494677A5065859286 @default.
• W2586494677 hasAuthorship W2586494677A5076042378 @default.
• W2586494677 hasAuthorship W2586494677A5083228477 @default.
• W2586494677 hasBestOaLocation W25864946771 @default.
• W2586494677 hasConcept C121608353 @default.
• W2586494677 hasConcept C126322002 @default.
• W2586494677 hasConcept C126838900 @default.
• W2586494677 hasConcept C142724271 @default.
• W2586494677 hasConcept C143409427 @default.
• W2586494677 hasConcept C143998085 @default.
• W2586494677 hasConcept C151956035 @default.
• W2586494677 hasConcept C154945302 @default.
• W2586494677 hasConcept C41008148 @default.
• W2586494677 hasConcept C530470458 @default.
• W2586494677 hasConcept C58471807 @default.
• W2586494677 hasConcept C71924100 @default.
• W2586494677 hasConceptScore W2586494677C121608353 @default.
• W2586494677 hasConceptScore W2586494677C126322002 @default.
• W2586494677 hasConceptScore W2586494677C126838900 @default.
• W2586494677 hasConceptScore W2586494677C142724271 @default.
• W2586494677 hasConceptScore W2586494677C143409427 @default.

• next