FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4294598034> ?p ?o ?g. }

• W4294598034 endingPage "2833" @default.
• W4294598034 startingPage "2821" @default.
• W4294598034 abstract "Interpretation of kidney graft biopsies using the Banff classification is still heterogeneous. In this study, extreme gradient boosting classifiers learned from two large training datasets (n = 631 and 304 cases) where the reference diagnoses were not strictly defined following the Banff rules but from central reading by expert pathologists and further interpreted consensually by experienced transplant nephrologists, in light of the clinical context. In three external validation datasets (n = 3744, 589, and 360), the classifiers yielded a mean ROC curve AUC (95%CI) of: 0.97 (0.92-1.00), 0.97 (0.96-0.97), and 0.95 (0.93-0.97) for antibody-mediated rejection (ABMR); 0.94 (0.91-0.96), 0.94 (0.92-0.95), and 0.91 (0.88-0.95) for T cell-mediated rejection; >0.96 (0.90-1.00) with all three for interstitial fibrosis-tubular atrophy. We also developed a classifier to discriminate active and chronic active ABMR with 95% accuracy. In conclusion, we built highly sensitive and specific artificial intelligence classifiers able to interpret kidney graft scoring together with a few clinical data and automatically diagnose rejection, with excellent concordance with the Banff rules and reference diagnoses made by a group of experts. Some discrepancies may point toward possible improvements that could be made to the Banff classification." @default.
• W4294598034 created "2022-09-05" @default.
• W4294598034 creator A5003712720 @default.
• W4294598034 creator A5004674779 @default.
• W4294598034 creator A5008839043 @default.
• W4294598034 creator A5018165001 @default.
• W4294598034 creator A5025590861 @default.
• W4294598034 creator A5027554290 @default.
• W4294598034 creator A5046761321 @default.
• W4294598034 creator A5063151802 @default.
• W4294598034 creator A5064748709 @default.
• W4294598034 date "2022-12-01" @default.
• W4294598034 modified "2023-10-16" @default.
• W4294598034 title "Machine learning-supported interpretation of kidney graft elementary lesions in combination with clinical data" @default.
• W4294598034 cites W1130563559 @default.
• W4294598034 cites W1737600104 @default.
• W4294598034 cites W1966716734 @default.
• W4294598034 cites W1973125737 @default.
• W4294598034 cites W2032992413 @default.
• W4294598034 cites W2089988463 @default.
• W4294598034 cites W2094113221 @default.
• W4294598034 cites W2104324467 @default.
• W4294598034 cites W2162101359 @default.
• W4294598034 cites W2210116591 @default.
• W4294598034 cites W2809363719 @default.
• W4294598034 cites W2810136712 @default.
• W4294598034 cites W2887099138 @default.
• W4294598034 cites W2889747697 @default.
• W4294598034 cites W2894879994 @default.
• W4294598034 cites W2913243532 @default.
• W4294598034 cites W2972214324 @default.
• W4294598034 cites W3031062089 @default.
• W4294598034 cites W3098525219 @default.
• W4294598034 cites W3102476541 @default.
• W4294598034 cites W3135417128 @default.
• W4294598034 cites W4226169695 @default.
• W4294598034 doi "https://doi.org/10.1111/ajt.17192" @default.
• W4294598034 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36062389" @default.
• W4294598034 hasPublicationYear "2022" @default.
• W4294598034 type Work @default.
• W4294598034 citedByCount "6" @default.
• W4294598034 countsByYear W42945980342022 @default.
• W4294598034 countsByYear W42945980342023 @default.
• W4294598034 crossrefType "journal-article" @default.
• W4294598034 hasAuthorship W4294598034A5003712720 @default.
• W4294598034 hasAuthorship W4294598034A5004674779 @default.
• W4294598034 hasAuthorship W4294598034A5008839043 @default.
• W4294598034 hasAuthorship W4294598034A5018165001 @default.
• W4294598034 hasAuthorship W4294598034A5025590861 @default.
• W4294598034 hasAuthorship W4294598034A5027554290 @default.
• W4294598034 hasAuthorship W4294598034A5046761321 @default.
• W4294598034 hasAuthorship W4294598034A5063151802 @default.
• W4294598034 hasAuthorship W4294598034A5064748709 @default.
• W4294598034 hasBestOaLocation W42945980341 @default.
• W4294598034 hasConcept C119857082 @default.
• W4294598034 hasConcept C126322002 @default.
• W4294598034 hasConcept C126838900 @default.
• W4294598034 hasConcept C142724271 @default.
• W4294598034 hasConcept C151730666 @default.
• W4294598034 hasConcept C154945302 @default.
• W4294598034 hasConcept C160798450 @default.
• W4294598034 hasConcept C2779343474 @default.
• W4294598034 hasConcept C2780091579 @default.
• W4294598034 hasConcept C2780303639 @default.
• W4294598034 hasConcept C41008148 @default.
• W4294598034 hasConcept C534262118 @default.
• W4294598034 hasConcept C71924100 @default.
• W4294598034 hasConcept C86803240 @default.
• W4294598034 hasConcept C95623464 @default.
• W4294598034 hasConceptScore W4294598034C119857082 @default.
• W4294598034 hasConceptScore W4294598034C126322002 @default.
• W4294598034 hasConceptScore W4294598034C126838900 @default.
• W4294598034 hasConceptScore W4294598034C142724271 @default.
• W4294598034 hasConceptScore W4294598034C151730666 @default.
• W4294598034 hasConceptScore W4294598034C154945302 @default.
• W4294598034 hasConceptScore W4294598034C160798450 @default.
• W4294598034 hasConceptScore W4294598034C2779343474 @default.
• W4294598034 hasConceptScore W4294598034C2780091579 @default.
• W4294598034 hasConceptScore W4294598034C2780303639 @default.
• W4294598034 hasConceptScore W4294598034C41008148 @default.
• W4294598034 hasConceptScore W4294598034C534262118 @default.
• W4294598034 hasConceptScore W4294598034C71924100 @default.
• W4294598034 hasConceptScore W4294598034C86803240 @default.
• W4294598034 hasConceptScore W4294598034C95623464 @default.
• W4294598034 hasIssue "12" @default.
• W4294598034 hasLocation W42945980341 @default.
• W4294598034 hasLocation W42945980342 @default.
• W4294598034 hasLocation W42945980343 @default.
• W4294598034 hasOpenAccess W4294598034 @default.
• W4294598034 hasPrimaryLocation W42945980341 @default.
• W4294598034 hasRelatedWork W1980129680 @default.
• W4294598034 hasRelatedWork W2006447100 @default.
• W4294598034 hasRelatedWork W2031724976 @default.
• W4294598034 hasRelatedWork W2049780573 @default.
• W4294598034 hasRelatedWork W2154245021 @default.
• W4294598034 hasRelatedWork W2460346788 @default.
• W4294598034 hasRelatedWork W2556319748 @default.
• W4294598034 hasRelatedWork W2981118670 @default.

• next