FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4328003564> ?p ?o ?g. }

• W4328003564 endingPage "3139" @default.
• W4328003564 startingPage "3127" @default.
• W4328003564 abstract "Breast cancer consists not only of neoplastic cells but also of significant changes in the surrounding and parenchymal stroma, which can be reflected in radiomics. This study aimed to perform breast lesion classification through an ultrasound-based multiregional (intratumoral, peritumoral, and parenchymal) radiomic model.We retrospectively reviewed ultrasound images of breast lesions from institution #1 (n=485) and institution #2 (n=106). Radiomic features were extracted from different regions (intratumoral, peritumoral, and ipsilateral breast parenchymal) and selected to train the random forest classifier with the training cohort (n=339, a subset of the institution #1 dataset). Then, the intratumoral, peritumoral, and parenchymal, intratumoral & peritumoral (In&Peri), intratumoral & parenchymal (In&P), and intratumoral & peritumoral & parenchymal (In&Peri&P) models were developed and validated on the internal (n=146, another subset of institution 1) and external (n=106, institution #2 dataset) test cohorts. Discrimination was evaluated using the area under the curve (AUC). Calibration curve and Hosmer-Lemeshow test assessed calibration. Integrated discrimination improvement (IDI) was used to assess performance improvement.The performance of the In&Peri (AUC values 0.892 and 0.866), In&P (0.866 and 0.863), and In&Peri&P (0.929 and 0.911) models was significantly better than that of the intratumoral model (0.849 and 0.838) in the internal and external test cohorts (IDI test, all P<0.05). The intratumoral, In&Peri and In&Peri&P models showed good calibration (Hosmer-Lemeshow test, all P>0.05). The multiregional (In&Peri&P) model had the highest discrimination among the 6 radiomic models in the test cohorts, respectively.The multiregional model combining radiomic information of intratumoral, peritumoral, and ipsilateral parenchymal regions yielded better performance than the intratumoral model in distinguishing malignant breast lesions from benign lesions." @default.
• W4328003564 created "2023-03-22" @default.
• W4328003564 creator A5023223211 @default.
• W4328003564 creator A5029729148 @default.
• W4328003564 creator A5036850358 @default.
• W4328003564 creator A5042785211 @default.
• W4328003564 creator A5047012185 @default.
• W4328003564 creator A5049184232 @default.
• W4328003564 creator A5066953708 @default.
• W4328003564 creator A5083025853 @default.
• W4328003564 date "2023-05-01" @default.
• W4328003564 modified "2023-10-02" @default.
• W4328003564 title "Multiregional radiomic model for breast cancer diagnosis: value of ultrasound-based peritumoral and parenchymal radiomics" @default.
• W4328003564 cites W1488814076 @default.
• W4328003564 cites W193615579 @default.
• W4328003564 cites W1990479835 @default.
• W4328003564 cites W1995388182 @default.
• W4328003564 cites W2004403900 @default.
• W4328003564 cites W2007463346 @default.
• W4328003564 cites W2032972527 @default.
• W4328003564 cites W2089966509 @default.
• W4328003564 cites W2111221575 @default.
• W4328003564 cites W2117372618 @default.
• W4328003564 cites W2123874960 @default.
• W4328003564 cites W2253584488 @default.
• W4328003564 cites W2579949149 @default.
• W4328003564 cites W2590160933 @default.
• W4328003564 cites W2616461360 @default.
• W4328003564 cites W2763355946 @default.
• W4328003564 cites W2899000882 @default.
• W4328003564 cites W2904258904 @default.
• W4328003564 cites W2912096799 @default.
• W4328003564 cites W2938774370 @default.
• W4328003564 cites W2968184092 @default.
• W4328003564 cites W2979291688 @default.
• W4328003564 cites W3023189324 @default.
• W4328003564 cites W3047483454 @default.
• W4328003564 cites W3080713553 @default.
• W4328003564 cites W3083827450 @default.
• W4328003564 cites W3123718759 @default.
• W4328003564 cites W3160123822 @default.
• W4328003564 cites W3161558287 @default.
• W4328003564 cites W3196449450 @default.
• W4328003564 cites W4236135856 @default.
• W4328003564 cites W4281719386 @default.
• W4328003564 cites W4292319781 @default.
• W4328003564 cites W4306858774 @default.
• W4328003564 cites W649432820 @default.
• W4328003564 doi "https://doi.org/10.21037/qims-22-939" @default.
• W4328003564 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37179905" @default.
• W4328003564 hasPublicationYear "2023" @default.
• W4328003564 type Work @default.
• W4328003564 citedByCount "2" @default.
• W4328003564 countsByYear W43280035642023 @default.
• W4328003564 crossrefType "journal-article" @default.
• W4328003564 hasAuthorship W4328003564A5023223211 @default.
• W4328003564 hasAuthorship W4328003564A5029729148 @default.
• W4328003564 hasAuthorship W4328003564A5036850358 @default.
• W4328003564 hasAuthorship W4328003564A5042785211 @default.
• W4328003564 hasAuthorship W4328003564A5047012185 @default.
• W4328003564 hasAuthorship W4328003564A5049184232 @default.
• W4328003564 hasAuthorship W4328003564A5066953708 @default.
• W4328003564 hasAuthorship W4328003564A5083025853 @default.
• W4328003564 hasBestOaLocation W43280035641 @default.
• W4328003564 hasConcept C121608353 @default.
• W4328003564 hasConcept C126322002 @default.
• W4328003564 hasConcept C126838900 @default.
• W4328003564 hasConcept C142724271 @default.
• W4328003564 hasConcept C143753070 @default.
• W4328003564 hasConcept C196822366 @default.
• W4328003564 hasConcept C2778559731 @default.
• W4328003564 hasConcept C530470458 @default.
• W4328003564 hasConcept C58471807 @default.
• W4328003564 hasConcept C71924100 @default.
• W4328003564 hasConceptScore W4328003564C121608353 @default.
• W4328003564 hasConceptScore W4328003564C126322002 @default.
• W4328003564 hasConceptScore W4328003564C126838900 @default.
• W4328003564 hasConceptScore W4328003564C142724271 @default.
• W4328003564 hasConceptScore W4328003564C143753070 @default.
• W4328003564 hasConceptScore W4328003564C196822366 @default.
• W4328003564 hasConceptScore W4328003564C2778559731 @default.
• W4328003564 hasConceptScore W4328003564C530470458 @default.
• W4328003564 hasConceptScore W4328003564C58471807 @default.
• W4328003564 hasConceptScore W4328003564C71924100 @default.
• W4328003564 hasIssue "5" @default.
• W4328003564 hasLocation W43280035641 @default.
• W4328003564 hasLocation W43280035642 @default.
• W4328003564 hasLocation W43280035643 @default.
• W4328003564 hasOpenAccess W4328003564 @default.
• W4328003564 hasPrimaryLocation W43280035641 @default.
• W4328003564 hasRelatedWork W1513005177 @default.
• W4328003564 hasRelatedWork W2049214470 @default.
• W4328003564 hasRelatedWork W2112269530 @default.
• W4328003564 hasRelatedWork W2169395265 @default.
• W4328003564 hasRelatedWork W2373416058 @default.
• W4328003564 hasRelatedWork W2946868693 @default.
• W4328003564 hasRelatedWork W2977910349 @default.
• W4328003564 hasRelatedWork W3028831275 @default.

• next