Matches in SemOpenAlex for { <https://semopenalex.org/work/W4383745853> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4383745853 abstract "Abstract Improving the visual explainability of medical artificial intelligence (AI) is fundamental to enabling reliable and transparent clinical decision-making. Medical image analysis systems are becoming increasingly prominent in the clinical setting as algorithms are learning to accurately classify diseases in various imaging modalities. Saliency heat-maps are commonly leveraged in the clinical setting and allow clinicians to visually interpret regions of an image that the model is focusing on. However, studies have shown that in certain scenarios, models do not attend to clinically significant regions of an image and perform inference using insignificant visual features. Here, we discuss the importance of focusing on visual explainability and an effective strategy that has the potential to improve a model's ability to focus more on clinically relevant regions of a given medical image using attention mechanisms." @default.
- W4383745853 created "2023-07-11" @default.
- W4383745853 creator A5021079225 @default.
- W4383745853 creator A5086999248 @default.
- W4383745853 date "2023-07-11" @default.
- W4383745853 modified "2023-10-07" @default.
- W4383745853 title "Towards improving the visual explainability of artificial intelligence in the clinical setting" @default.
- W4383745853 cites W2731899572 @default.
- W4383745853 cites W2799723178 @default.
- W4383745853 cites W2888358068 @default.
- W4383745853 cites W2913240367 @default.
- W4383745853 cites W3086667591 @default.
- W4383745853 cites W3135538032 @default.
- W4383745853 cites W3171849353 @default.
- W4383745853 cites W4306790271 @default.
- W4383745853 doi "https://doi.org/10.1186/s44247-023-00022-3" @default.
- W4383745853 hasPublicationYear "2023" @default.
- W4383745853 type Work @default.
- W4383745853 citedByCount "0" @default.
- W4383745853 crossrefType "journal-article" @default.
- W4383745853 hasAuthorship W4383745853A5021079225 @default.
- W4383745853 hasAuthorship W4383745853A5086999248 @default.
- W4383745853 hasBestOaLocation W43837458531 @default.
- W4383745853 hasConcept C115961682 @default.
- W4383745853 hasConcept C119857082 @default.
- W4383745853 hasConcept C120665830 @default.
- W4383745853 hasConcept C121332964 @default.
- W4383745853 hasConcept C144024400 @default.
- W4383745853 hasConcept C154945302 @default.
- W4383745853 hasConcept C192209626 @default.
- W4383745853 hasConcept C2776214188 @default.
- W4383745853 hasConcept C2779903281 @default.
- W4383745853 hasConcept C2779974597 @default.
- W4383745853 hasConcept C31601959 @default.
- W4383745853 hasConcept C31972630 @default.
- W4383745853 hasConcept C36289849 @default.
- W4383745853 hasConcept C36464697 @default.
- W4383745853 hasConcept C41008148 @default.
- W4383745853 hasConcept C512399662 @default.
- W4383745853 hasConcept C71924100 @default.
- W4383745853 hasConceptScore W4383745853C115961682 @default.
- W4383745853 hasConceptScore W4383745853C119857082 @default.
- W4383745853 hasConceptScore W4383745853C120665830 @default.
- W4383745853 hasConceptScore W4383745853C121332964 @default.
- W4383745853 hasConceptScore W4383745853C144024400 @default.
- W4383745853 hasConceptScore W4383745853C154945302 @default.
- W4383745853 hasConceptScore W4383745853C192209626 @default.
- W4383745853 hasConceptScore W4383745853C2776214188 @default.
- W4383745853 hasConceptScore W4383745853C2779903281 @default.
- W4383745853 hasConceptScore W4383745853C2779974597 @default.
- W4383745853 hasConceptScore W4383745853C31601959 @default.
- W4383745853 hasConceptScore W4383745853C31972630 @default.
- W4383745853 hasConceptScore W4383745853C36289849 @default.
- W4383745853 hasConceptScore W4383745853C36464697 @default.
- W4383745853 hasConceptScore W4383745853C41008148 @default.
- W4383745853 hasConceptScore W4383745853C512399662 @default.
- W4383745853 hasConceptScore W4383745853C71924100 @default.
- W4383745853 hasIssue "1" @default.
- W4383745853 hasLocation W43837458531 @default.
- W4383745853 hasOpenAccess W4383745853 @default.
- W4383745853 hasPrimaryLocation W43837458531 @default.
- W4383745853 hasRelatedWork W1511650216 @default.
- W4383745853 hasRelatedWork W2004643608 @default.
- W4383745853 hasRelatedWork W2005185696 @default.
- W4383745853 hasRelatedWork W2016648070 @default.
- W4383745853 hasRelatedWork W2141819204 @default.
- W4383745853 hasRelatedWork W2154757407 @default.
- W4383745853 hasRelatedWork W2161229648 @default.
- W4383745853 hasRelatedWork W2891108385 @default.
- W4383745853 hasRelatedWork W2990667865 @default.
- W4383745853 hasRelatedWork W3007420330 @default.
- W4383745853 hasVolume "1" @default.
- W4383745853 isParatext "false" @default.
- W4383745853 isRetracted "false" @default.
- W4383745853 workType "article" @default.