FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4225285757> ?p ?o ?g. }

• W4225285757 endingPage "163" @default.
• W4225285757 startingPage "155" @default.
• W4225285757 abstract "To investigate the ability of the CT-based radiomics models for pretreatment prediction of the response to neoadjuvant chemotherapy (NAC) in patients with locally advanced gastric cancer (LAGC).This retrospective analysis included 279 consecutive LAGC patients from center I (training cohort, n = 196; internal validation cohort, n = 83) who were examined by contrast-enhanced CT before treatment and 211 consecutive patients from center II who were recruited as an external validation cohort. A total of 102 features were extracted from the portal venous phase CT images, and feature selection was further subjected to three-step procedures. Next, five classifications, including Logistic Regression (LR), Naive Bayes, Random forest (RF), Support Vector Machine (SVM), and Extreme Gradient Boosting (XGB) algorithms, were applied to construct radiomics models for predicting the good-responder (GR) to NAC in the training cohort. The prediction performances were evaluated using ROC and decision curve analysis (DCA).No statistically significant difference was detected for all clinicopathological characteristics. Additionally, allsix key features were significantly different between GR and poor-responder (PR). Compared to models from other classifiers, the model obtained with XGB showed promising prediction performance with the highest AUC of 0.790(95%CI: 0.700-0.880) in the training cohort. The corresponding AUCs were 0.784(95%CI, 0.659-0.908) and 0.803(95%CI, 0.717-0.888) in the internal and external validation cohorts, respectively. DCA confirmed the clinical utility.The proposed pretreatment CT-based radiomics models revealed good performances in predicting response to NAC and thus may be used to improve clinical treatment in LAGC patients." @default.
• W4225285757 created "2022-05-05" @default.
• W4225285757 creator A5001928494 @default.
• W4225285757 creator A5016516907 @default.
• W4225285757 creator A5016722530 @default.
• W4225285757 creator A5020316684 @default.
• W4225285757 creator A5022876279 @default.
• W4225285757 creator A5042365626 @default.
• W4225285757 creator A5075736599 @default.
• W4225285757 creator A5086350742 @default.
• W4225285757 date "2022-06-01" @default.
• W4225285757 modified "2023-10-16" @default.
• W4225285757 title "CT-based radiomics analysis in the prediction of response to neoadjuvant chemotherapy in locally advanced gastric cancer: A dual-center study" @default.
• W4225285757 cites W1077463060 @default.
• W4225285757 cites W1969103277 @default.
• W4225285757 cites W2019607817 @default.
• W4225285757 cites W2135835936 @default.
• W4225285757 cites W2206146039 @default.
• W4225285757 cites W2272984102 @default.
• W4225285757 cites W2328176404 @default.
• W4225285757 cites W2461805626 @default.
• W4225285757 cites W2515452405 @default.
• W4225285757 cites W2593482127 @default.
• W4225285757 cites W2763355946 @default.
• W4225285757 cites W2767128594 @default.
• W4225285757 cites W2789554653 @default.
• W4225285757 cites W2790909358 @default.
• W4225285757 cites W2888359388 @default.
• W4225285757 cites W2889586091 @default.
• W4225285757 cites W2889646458 @default.
• W4225285757 cites W2896617188 @default.
• W4225285757 cites W2937827316 @default.
• W4225285757 cites W2944777530 @default.
• W4225285757 cites W2946302516 @default.
• W4225285757 cites W2964374845 @default.
• W4225285757 cites W2967712679 @default.
• W4225285757 cites W2990503847 @default.
• W4225285757 cites W2995029941 @default.
• W4225285757 cites W3000149607 @default.
• W4225285757 cites W3011671455 @default.
• W4225285757 cites W3018164785 @default.
• W4225285757 cites W3028140649 @default.
• W4225285757 cites W3033868225 @default.
• W4225285757 cites W3036935636 @default.
• W4225285757 cites W3082747405 @default.
• W4225285757 cites W3088679185 @default.
• W4225285757 cites W3108339193 @default.
• W4225285757 cites W3110728844 @default.
• W4225285757 cites W3118680712 @default.
• W4225285757 cites W3156614941 @default.
• W4225285757 cites W3157289678 @default.
• W4225285757 cites W3169164392 @default.
• W4225285757 doi "https://doi.org/10.1016/j.radonc.2022.04.023" @default.
• W4225285757 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35490846" @default.
• W4225285757 hasPublicationYear "2022" @default.
• W4225285757 type Work @default.
• W4225285757 citedByCount "11" @default.
• W4225285757 countsByYear W42252857572022 @default.
• W4225285757 countsByYear W42252857572023 @default.
• W4225285757 crossrefType "journal-article" @default.
• W4225285757 hasAuthorship W4225285757A5001928494 @default.
• W4225285757 hasAuthorship W4225285757A5016516907 @default.
• W4225285757 hasAuthorship W4225285757A5016722530 @default.
• W4225285757 hasAuthorship W4225285757A5020316684 @default.
• W4225285757 hasAuthorship W4225285757A5022876279 @default.
• W4225285757 hasAuthorship W4225285757A5042365626 @default.
• W4225285757 hasAuthorship W4225285757A5075736599 @default.
• W4225285757 hasAuthorship W4225285757A5086350742 @default.
• W4225285757 hasConcept C119857082 @default.
• W4225285757 hasConcept C121608353 @default.
• W4225285757 hasConcept C12267149 @default.
• W4225285757 hasConcept C126322002 @default.
• W4225285757 hasConcept C126838900 @default.
• W4225285757 hasConcept C143998085 @default.
• W4225285757 hasConcept C151956035 @default.
• W4225285757 hasConcept C167135981 @default.
• W4225285757 hasConcept C169258074 @default.
• W4225285757 hasConcept C2778559731 @default.
• W4225285757 hasConcept C41008148 @default.
• W4225285757 hasConcept C58471807 @default.
• W4225285757 hasConcept C71924100 @default.
• W4225285757 hasConcept C72563966 @default.
• W4225285757 hasConceptScore W4225285757C119857082 @default.
• W4225285757 hasConceptScore W4225285757C121608353 @default.
• W4225285757 hasConceptScore W4225285757C12267149 @default.
• W4225285757 hasConceptScore W4225285757C126322002 @default.
• W4225285757 hasConceptScore W4225285757C126838900 @default.
• W4225285757 hasConceptScore W4225285757C143998085 @default.
• W4225285757 hasConceptScore W4225285757C151956035 @default.
• W4225285757 hasConceptScore W4225285757C167135981 @default.
• W4225285757 hasConceptScore W4225285757C169258074 @default.
• W4225285757 hasConceptScore W4225285757C2778559731 @default.
• W4225285757 hasConceptScore W4225285757C41008148 @default.
• W4225285757 hasConceptScore W4225285757C58471807 @default.
• W4225285757 hasConceptScore W4225285757C71924100 @default.
• W4225285757 hasConceptScore W4225285757C72563966 @default.
• W4225285757 hasFunder F4320321001 @default.
• W4225285757 hasFunder F4320321543 @default.

• next