FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387210006> ?p ?o ?g. }

• W4387210006 abstract "Abstract Background Artificial intelligence (AI) has the potential to improve prenatal detection of congenital heart disease. We analysed the performance of the current national screening programme in detecting hypoplastic left heart syndrome (HLHS) to compare with our own AI model. Methods Current screening programme performance was calculated from local and national sources. AI models were trained using four‐chamber ultrasound views of the fetal heart, using a ResNet classifier. Results Estimated current fetal screening programme sensitivity and specificity for HLHS were 94.3% and 99.985%, respectively. Depending on calibration, AI models to detect HLHS were either highly sensitive (sensitivity 100%, specificity 94.0%) or highly specific (sensitivity 93.3%, specificity 100%). Our analysis suggests that our highly sensitive model would generate 45,134 screen positive results for a gain of 14 additional HLHS cases. Our highly specific model would be associated with two fewer detected HLHS cases, and 118 fewer false positives. Conclusion If used independently, our AI model performance is slightly worse than the performance level of the current screening programme in detecting HLHS, and this performance is likely to deteriorate further when used prospectively. This demonstrates that collaboration between humans and AI will be key for effective future clinical use." @default.
• W4387210006 created "2023-10-01" @default.
• W4387210006 creator A5002124380 @default.
• W4387210006 creator A5014075647 @default.
• W4387210006 creator A5015909611 @default.
• W4387210006 creator A5030694361 @default.
• W4387210006 creator A5042627871 @default.
• W4387210006 creator A5055171667 @default.
• W4387210006 creator A5078127596 @default.
• W4387210006 creator A5079865028 @default.
• W4387210006 creator A5080593738 @default.
• W4387210006 creator A5085446806 @default.
• W4387210006 creator A5088773536 @default.
• W4387210006 creator A5089424342 @default.
• W4387210006 date "2023-09-30" @default.
• W4387210006 modified "2023-10-09" @default.
• W4387210006 title "Prenatal diagnosis of hypoplastic left heart syndrome on ultrasound using artificial intelligence: How does performance compare to a current screening programme?" @default.
• W4387210006 cites W1855607912 @default.
• W4387210006 cites W1968143866 @default.
• W4387210006 cites W1978155997 @default.
• W4387210006 cites W2013136095 @default.
• W4387210006 cites W2110171129 @default.
• W4387210006 cites W2194775991 @default.
• W4387210006 cites W2557738935 @default.
• W4387210006 cites W3036458852 @default.
• W4387210006 cites W3095509816 @default.
• W4387210006 cites W3123325535 @default.
• W4387210006 cites W3147517805 @default.
• W4387210006 cites W3203211016 @default.
• W4387210006 cites W3204049345 @default.
• W4387210006 cites W3207045036 @default.
• W4387210006 cites W4303520777 @default.
• W4387210006 cites W4367679071 @default.
• W4387210006 doi "https://doi.org/10.1002/pd.6445" @default.
• W4387210006 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37776084" @default.
• W4387210006 hasPublicationYear "2023" @default.
• W4387210006 type Work @default.
• W4387210006 citedByCount "0" @default.
• W4387210006 crossrefType "journal-article" @default.
• W4387210006 hasAuthorship W4387210006A5002124380 @default.
• W4387210006 hasAuthorship W4387210006A5014075647 @default.
• W4387210006 hasAuthorship W4387210006A5015909611 @default.
• W4387210006 hasAuthorship W4387210006A5030694361 @default.
• W4387210006 hasAuthorship W4387210006A5042627871 @default.
• W4387210006 hasAuthorship W4387210006A5055171667 @default.
• W4387210006 hasAuthorship W4387210006A5078127596 @default.
• W4387210006 hasAuthorship W4387210006A5079865028 @default.
• W4387210006 hasAuthorship W4387210006A5080593738 @default.
• W4387210006 hasAuthorship W4387210006A5085446806 @default.
• W4387210006 hasAuthorship W4387210006A5088773536 @default.
• W4387210006 hasAuthorship W4387210006A5089424342 @default.
• W4387210006 hasBestOaLocation W43872100061 @default.
• W4387210006 hasConcept C119857082 @default.
• W4387210006 hasConcept C126838900 @default.
• W4387210006 hasConcept C143753070 @default.
• W4387210006 hasConcept C164705383 @default.
• W4387210006 hasConcept C172680121 @default.
• W4387210006 hasConcept C187212893 @default.
• W4387210006 hasConcept C2778258057 @default.
• W4387210006 hasConcept C2779234561 @default.
• W4387210006 hasConcept C2779545397 @default.
• W4387210006 hasConcept C2780074459 @default.
• W4387210006 hasConcept C3019522753 @default.
• W4387210006 hasConcept C41008148 @default.
• W4387210006 hasConcept C54355233 @default.
• W4387210006 hasConcept C64869954 @default.
• W4387210006 hasConcept C71924100 @default.
• W4387210006 hasConcept C86803240 @default.
• W4387210006 hasConceptScore W4387210006C119857082 @default.
• W4387210006 hasConceptScore W4387210006C126838900 @default.
• W4387210006 hasConceptScore W4387210006C143753070 @default.
• W4387210006 hasConceptScore W4387210006C164705383 @default.
• W4387210006 hasConceptScore W4387210006C172680121 @default.
• W4387210006 hasConceptScore W4387210006C187212893 @default.
• W4387210006 hasConceptScore W4387210006C2778258057 @default.
• W4387210006 hasConceptScore W4387210006C2779234561 @default.
• W4387210006 hasConceptScore W4387210006C2779545397 @default.
• W4387210006 hasConceptScore W4387210006C2780074459 @default.
• W4387210006 hasConceptScore W4387210006C3019522753 @default.
• W4387210006 hasConceptScore W4387210006C41008148 @default.
• W4387210006 hasConceptScore W4387210006C54355233 @default.
• W4387210006 hasConceptScore W4387210006C64869954 @default.
• W4387210006 hasConceptScore W4387210006C71924100 @default.
• W4387210006 hasConceptScore W4387210006C86803240 @default.
• W4387210006 hasFunder F4320311904 @default.
• W4387210006 hasLocation W43872100061 @default.
• W4387210006 hasLocation W43872100062 @default.
• W4387210006 hasOpenAccess W4387210006 @default.
• W4387210006 hasPrimaryLocation W43872100061 @default.
• W4387210006 hasRelatedWork W2029771809 @default.
• W4387210006 hasRelatedWork W2033798774 @default.
• W4387210006 hasRelatedWork W2095723886 @default.
• W4387210006 hasRelatedWork W2375193656 @default.
• W4387210006 hasRelatedWork W2510791015 @default.
• W4387210006 hasRelatedWork W2772601450 @default.
• W4387210006 hasRelatedWork W2900449241 @default.
• W4387210006 hasRelatedWork W2922472675 @default.
• W4387210006 hasRelatedWork W4210769129 @default.
• W4387210006 hasRelatedWork W91358004 @default.
• W4387210006 isParatext "false" @default.

• next