FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4377103639> ?p ?o ?g. }

• W4377103639 endingPage "106874" @default.
• W4377103639 startingPage "106874" @default.
• W4377103639 abstract "The chromosome instability (CIN) is one of the hallmarks of cancer and is closely related to tumor metastasis. However, the sheer size and resolution of histopathology whole-slide images (WSIs) already challenges the capabilities of computational pathology. In this study, we propose a correlation graph attention network (MLP-GAT) that can construct graphs for classifying multi-type CINs from the WSIs of breast cancer. We construct a WSIs dataset of breast cancer from the Cancer Genome Atlas Breast Invasive Carcinoma (TCGA-BRCA). Extensive experiments show that MLP-GAT far outperforms accepted state-of-the-art methods and demonstrate the advantages of the constructed graph networks for analyzing WSI data. The visualization shows the difference among the tiles in a WSI. Furthermore, the generalization performance of the proposed method was verified on the stomach cancer. This study provides guidance for studying the relationship between CIN and cancer from the perspective of image phenotype." @default.
• W4377103639 created "2023-05-20" @default.
• W4377103639 creator A5027809268 @default.
• W4377103639 creator A5029310930 @default.
• W4377103639 creator A5060842906 @default.
• W4377103639 creator A5080529923 @default.
• W4377103639 creator A5091982149 @default.
• W4377103639 creator A5091982150 @default.
• W4377103639 date "2023-06-01" @default.
• W4377103639 modified "2023-10-16" @default.
• W4377103639 title "A correlation graph attention network for classifying chromosomal instabilities from histopathology whole-slide images" @default.
• W4377103639 cites W1978496694 @default.
• W4377103639 cites W1985177823 @default.
• W4377103639 cites W2092829070 @default.
• W4377103639 cites W2581082771 @default.
• W4377103639 cites W2606678282 @default.
• W4377103639 cites W2734369741 @default.
• W4377103639 cites W2760946358 @default.
• W4377103639 cites W2765774350 @default.
• W4377103639 cites W2783667606 @default.
• W4377103639 cites W2799593901 @default.
• W4377103639 cites W2810536203 @default.
• W4377103639 cites W2891405227 @default.
• W4377103639 cites W2892961888 @default.
• W4377103639 cites W2919115771 @default.
• W4377103639 cites W3015500759 @default.
• W4377103639 cites W3033039186 @default.
• W4377103639 cites W3033721673 @default.
• W4377103639 cites W3042519501 @default.
• W4377103639 cites W3043835773 @default.
• W4377103639 cites W3045522357 @default.
• W4377103639 cites W3082714866 @default.
• W4377103639 cites W3114070588 @default.
• W4377103639 cites W3132941258 @default.
• W4377103639 cites W3134111175 @default.
• W4377103639 cites W3136556524 @default.
• W4377103639 cites W3146513507 @default.
• W4377103639 cites W3175191608 @default.
• W4377103639 cites W3182889567 @default.
• W4377103639 cites W3196956620 @default.
• W4377103639 cites W3205605830 @default.
• W4377103639 cites W4281853941 @default.
• W4377103639 cites W4296693015 @default.
• W4377103639 doi "https://doi.org/10.1016/j.isci.2023.106874" @default.
• W4377103639 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37260749" @default.
• W4377103639 hasPublicationYear "2023" @default.
• W4377103639 type Work @default.
• W4377103639 citedByCount "0" @default.
• W4377103639 crossrefType "journal-article" @default.
• W4377103639 hasAuthorship W4377103639A5027809268 @default.
• W4377103639 hasAuthorship W4377103639A5029310930 @default.
• W4377103639 hasAuthorship W4377103639A5060842906 @default.
• W4377103639 hasAuthorship W4377103639A5080529923 @default.
• W4377103639 hasAuthorship W4377103639A5091982149 @default.
• W4377103639 hasAuthorship W4377103639A5091982150 @default.
• W4377103639 hasBestOaLocation W43771036391 @default.
• W4377103639 hasConcept C117220453 @default.
• W4377103639 hasConcept C121608353 @default.
• W4377103639 hasConcept C132525143 @default.
• W4377103639 hasConcept C153180895 @default.
• W4377103639 hasConcept C154945302 @default.
• W4377103639 hasConcept C2524010 @default.
• W4377103639 hasConcept C33923547 @default.
• W4377103639 hasConcept C36464697 @default.
• W4377103639 hasConcept C41008148 @default.
• W4377103639 hasConcept C530470458 @default.
• W4377103639 hasConcept C54355233 @default.
• W4377103639 hasConcept C70721500 @default.
• W4377103639 hasConcept C80444323 @default.
• W4377103639 hasConcept C86803240 @default.
• W4377103639 hasConceptScore W4377103639C117220453 @default.
• W4377103639 hasConceptScore W4377103639C121608353 @default.
• W4377103639 hasConceptScore W4377103639C132525143 @default.
• W4377103639 hasConceptScore W4377103639C153180895 @default.
• W4377103639 hasConceptScore W4377103639C154945302 @default.
• W4377103639 hasConceptScore W4377103639C2524010 @default.
• W4377103639 hasConceptScore W4377103639C33923547 @default.
• W4377103639 hasConceptScore W4377103639C36464697 @default.
• W4377103639 hasConceptScore W4377103639C41008148 @default.
• W4377103639 hasConceptScore W4377103639C530470458 @default.
• W4377103639 hasConceptScore W4377103639C54355233 @default.
• W4377103639 hasConceptScore W4377103639C70721500 @default.
• W4377103639 hasConceptScore W4377103639C80444323 @default.
• W4377103639 hasConceptScore W4377103639C86803240 @default.
• W4377103639 hasIssue "6" @default.
• W4377103639 hasLocation W43771036391 @default.
• W4377103639 hasLocation W43771036392 @default.
• W4377103639 hasOpenAccess W4377103639 @default.
• W4377103639 hasPrimaryLocation W43771036391 @default.
• W4377103639 hasRelatedWork W1582096518 @default.
• W4377103639 hasRelatedWork W1604110270 @default.
• W4377103639 hasRelatedWork W2033914206 @default.
• W4377103639 hasRelatedWork W2146076056 @default.
• W4377103639 hasRelatedWork W2163831990 @default.
• W4377103639 hasRelatedWork W2319060530 @default.
• W4377103639 hasRelatedWork W2363669182 @default.
• W4377103639 hasRelatedWork W2525150146 @default.
• W4377103639 hasRelatedWork W3003836766 @default.

• next