Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285086903> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W4285086903 abstract "False positive recall is a major issue in breast cancer screening and the introduction of artificial intelligence (AI) might affect which women who are unnecessarily recalled. We have investigated how an AI system works on false positive recalls at screening and compared with radiologist findings. Two-view digital mammography (DM) examinations from 656 recalled women (136 with screening detected cancer), were analysed with a commercial AI system. The AI findings were matched with the areas on the images causing the recalls. The agreement was studied both at the examination level and for individual findings. Scores were compared between true positive and false positive recalls. ROC analysis was used to study the AI-system’s ability to distinguish between true and false positive recalls. It was also studied how the AI system performed on cases where there were discordant readings. AI identified the same areas as radiologists in 80% of the cases recalled on DM. For true positives both the proportion of matching areas and AI scores were higher than for false positive recalls. The AI system also had a relatively large AUC (0.83) for differentiating between false positive recalls and cancers. Further, the AI system identified most of the findings leading to recall in cases where only one of the readers had marked the case for discussion. There is a relatively large agreement between the AI system and radiologists. The AI system scores the false positives lower than true positives. AI complements a single reader in a way similar to a second reader." @default.
- W4285086903 created "2022-07-14" @default.
- W4285086903 creator A5037046312 @default.
- W4285086903 creator A5051751682 @default.
- W4285086903 creator A5064386007 @default.
- W4285086903 creator A5090703194 @default.
- W4285086903 date "2022-07-13" @default.
- W4285086903 modified "2023-09-24" @default.
- W4285086903 title "Correspondence between areas causing recall in breast cancer screening and artificial intelligence findings" @default.
- W4285086903 cites W2097224996 @default.
- W4285086903 cites W2100469494 @default.
- W4285086903 cites W2113622720 @default.
- W4285086903 cites W2163237523 @default.
- W4285086903 cites W2792983091 @default.
- W4285086903 cites W2801027565 @default.
- W4285086903 cites W2890945786 @default.
- W4285086903 cites W2896485798 @default.
- W4285086903 cites W2896522127 @default.
- W4285086903 cites W2901743512 @default.
- W4285086903 cites W2918598741 @default.
- W4285086903 cites W2922512202 @default.
- W4285086903 cites W2998175747 @default.
- W4285086903 cites W3004691496 @default.
- W4285086903 cites W3009692632 @default.
- W4285086903 cites W3080906432 @default.
- W4285086903 cites W3080997487 @default.
- W4285086903 cites W3081726800 @default.
- W4285086903 cites W3141560986 @default.
- W4285086903 doi "https://doi.org/10.1117/12.2625731" @default.
- W4285086903 hasPublicationYear "2022" @default.
- W4285086903 type Work @default.
- W4285086903 citedByCount "0" @default.
- W4285086903 crossrefType "proceedings-article" @default.
- W4285086903 hasAuthorship W4285086903A5037046312 @default.
- W4285086903 hasAuthorship W4285086903A5051751682 @default.
- W4285086903 hasAuthorship W4285086903A5064386007 @default.
- W4285086903 hasAuthorship W4285086903A5090703194 @default.
- W4285086903 hasConcept C100660578 @default.
- W4285086903 hasConcept C112789634 @default.
- W4285086903 hasConcept C121608353 @default.
- W4285086903 hasConcept C126322002 @default.
- W4285086903 hasConcept C126838900 @default.
- W4285086903 hasConcept C154945302 @default.
- W4285086903 hasConcept C15744967 @default.
- W4285086903 hasConcept C180747234 @default.
- W4285086903 hasConcept C2780472235 @default.
- W4285086903 hasConcept C2909814700 @default.
- W4285086903 hasConcept C2985322473 @default.
- W4285086903 hasConcept C2989486834 @default.
- W4285086903 hasConcept C41008148 @default.
- W4285086903 hasConcept C530470458 @default.
- W4285086903 hasConcept C64869954 @default.
- W4285086903 hasConcept C71924100 @default.
- W4285086903 hasConceptScore W4285086903C100660578 @default.
- W4285086903 hasConceptScore W4285086903C112789634 @default.
- W4285086903 hasConceptScore W4285086903C121608353 @default.
- W4285086903 hasConceptScore W4285086903C126322002 @default.
- W4285086903 hasConceptScore W4285086903C126838900 @default.
- W4285086903 hasConceptScore W4285086903C154945302 @default.
- W4285086903 hasConceptScore W4285086903C15744967 @default.
- W4285086903 hasConceptScore W4285086903C180747234 @default.
- W4285086903 hasConceptScore W4285086903C2780472235 @default.
- W4285086903 hasConceptScore W4285086903C2909814700 @default.
- W4285086903 hasConceptScore W4285086903C2985322473 @default.
- W4285086903 hasConceptScore W4285086903C2989486834 @default.
- W4285086903 hasConceptScore W4285086903C41008148 @default.
- W4285086903 hasConceptScore W4285086903C530470458 @default.
- W4285086903 hasConceptScore W4285086903C64869954 @default.
- W4285086903 hasConceptScore W4285086903C71924100 @default.
- W4285086903 hasLocation W42850869031 @default.
- W4285086903 hasOpenAccess W4285086903 @default.
- W4285086903 hasPrimaryLocation W42850869031 @default.
- W4285086903 hasRelatedWork W154473579 @default.
- W4285086903 hasRelatedWork W1557094818 @default.
- W4285086903 hasRelatedWork W2078428441 @default.
- W4285086903 hasRelatedWork W2099261052 @default.
- W4285086903 hasRelatedWork W2102662693 @default.
- W4285086903 hasRelatedWork W2128830034 @default.
- W4285086903 hasRelatedWork W2586110918 @default.
- W4285086903 hasRelatedWork W2951146195 @default.
- W4285086903 hasRelatedWork W4248223603 @default.
- W4285086903 hasRelatedWork W4285086903 @default.
- W4285086903 isParatext "false" @default.
- W4285086903 isRetracted "false" @default.
- W4285086903 workType "article" @default.