Matches in SemOpenAlex for { <https://semopenalex.org/work/W4283168029> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W4283168029 abstract "<h3>Introduction</h3> IBD neoplasia is often subtle and easily missed, hence chromoendoscopy is recommended. CADe showed promising results in neoplasia detection in non-IBD patients. However, data on its use for neoplasia detection in IBD is lacking. We aimed to develop and validate a dedicated CADe system for neoplasia detection in IBD and compare it with an existing generic CADe system used on IBD colons. <h3>Methods</h3> The IBD-dedicated CADe model (ResNet-101-based architecture) was trained on 17,200 endoscopic images. Ground truth for detection was expert review and histological confirmation of lesions. Both generic and IBD-dedicated CADe models, with threshold value for lesion detection of 0.65 and 0.5, respectively, were tested on an independent dataset of 1,096 prospectively collected endoscopic images and videos obtained from real-time endoscopic assessment of IBD patients. <h3>Results</h3> The existing generic model achieved a sensitivity and specificity for lesion detection of 71.7% and 72.5%, respectively. The IBD-dedicated model achieved sensitivity and specificity for lesion detection of 93.5% and 80.6%, respectively. AUC of the IBD-dedicated model was 0.937. Sensitivity of the IBD-dedicated model was better than the generic model. <h3>Conclusion</h3> Our data demonstrates the feasibility of CADe-assisted neoplasia detection in IBD colons. It also suggests existing generic CADe systems may not be suitable in this context. To our knowledge, this is the first report describing development and validation of a dedicated CADe system for neoplasia detection in IBD. This CAD model will be further developed and validated to assess its performance on real-time endoscopic assessment." @default.
- W4283168029 created "2022-06-21" @default.
- W4283168029 creator A5001099756 @default.
- W4283168029 creator A5022518719 @default.
- W4283168029 creator A5028874308 @default.
- W4283168029 creator A5033029452 @default.
- W4283168029 creator A5081395677 @default.
- W4283168029 creator A5090110893 @default.
- W4283168029 date "2022-06-01" @default.
- W4283168029 modified "2023-10-16" @default.
- W4283168029 title "P130 A novel computer-aided detection (CADe) model for neoplasia detection in inflammatory bowel disease" @default.
- W4283168029 doi "https://doi.org/10.1136/gutjnl-2022-bsg.186" @default.
- W4283168029 hasPublicationYear "2022" @default.
- W4283168029 type Work @default.
- W4283168029 citedByCount "0" @default.
- W4283168029 crossrefType "proceedings-article" @default.
- W4283168029 hasAuthorship W4283168029A5001099756 @default.
- W4283168029 hasAuthorship W4283168029A5022518719 @default.
- W4283168029 hasAuthorship W4283168029A5028874308 @default.
- W4283168029 hasAuthorship W4283168029A5033029452 @default.
- W4283168029 hasAuthorship W4283168029A5081395677 @default.
- W4283168029 hasAuthorship W4283168029A5090110893 @default.
- W4283168029 hasConcept C121608353 @default.
- W4283168029 hasConcept C126322002 @default.
- W4283168029 hasConcept C151730666 @default.
- W4283168029 hasConcept C154945302 @default.
- W4283168029 hasConcept C2777490804 @default.
- W4283168029 hasConcept C2778260677 @default.
- W4283168029 hasConcept C2778435480 @default.
- W4283168029 hasConcept C2779134260 @default.
- W4283168029 hasConcept C2779343474 @default.
- W4283168029 hasConcept C41008148 @default.
- W4283168029 hasConcept C526805850 @default.
- W4283168029 hasConcept C71924100 @default.
- W4283168029 hasConcept C86803240 @default.
- W4283168029 hasConceptScore W4283168029C121608353 @default.
- W4283168029 hasConceptScore W4283168029C126322002 @default.
- W4283168029 hasConceptScore W4283168029C151730666 @default.
- W4283168029 hasConceptScore W4283168029C154945302 @default.
- W4283168029 hasConceptScore W4283168029C2777490804 @default.
- W4283168029 hasConceptScore W4283168029C2778260677 @default.
- W4283168029 hasConceptScore W4283168029C2778435480 @default.
- W4283168029 hasConceptScore W4283168029C2779134260 @default.
- W4283168029 hasConceptScore W4283168029C2779343474 @default.
- W4283168029 hasConceptScore W4283168029C41008148 @default.
- W4283168029 hasConceptScore W4283168029C526805850 @default.
- W4283168029 hasConceptScore W4283168029C71924100 @default.
- W4283168029 hasConceptScore W4283168029C86803240 @default.
- W4283168029 hasLocation W42831680291 @default.
- W4283168029 hasOpenAccess W4283168029 @default.
- W4283168029 hasPrimaryLocation W42831680291 @default.
- W4283168029 hasRelatedWork W1243554 @default.
- W4283168029 hasRelatedWork W2882640 @default.
- W4283168029 hasRelatedWork W3121587 @default.
- W4283168029 hasRelatedWork W4412456 @default.
- W4283168029 hasRelatedWork W4703903 @default.
- W4283168029 hasRelatedWork W5688477 @default.
- W4283168029 hasRelatedWork W5751436 @default.
- W4283168029 hasRelatedWork W7649915 @default.
- W4283168029 hasRelatedWork W8444177 @default.
- W4283168029 hasRelatedWork W8411197 @default.
- W4283168029 isParatext "false" @default.
- W4283168029 isRetracted "false" @default.
- W4283168029 workType "article" @default.