FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3167877233> ?p ?o ?g. }

• W3167877233 endingPage "109816" @default.
• W3167877233 startingPage "109816" @default.
• W3167877233 abstract "ObjectivesRapid communication of CT exams positive for pulmonary embolism (PE) is crucial for timely initiation of anticoagulation and patient outcome. It is unknown if deep learning automated detection of PE on CT Pulmonary Angiograms (CTPA) in combination with worklist prioritization and an electronic notification system (ENS) can improve communication times and patient turnaround in the Emergency Department (ED).MethodsIn 01/2019, an ENS allowing direct communication between radiology and ED was installed. Starting in 10/2019, CTPAs were processed by a deep learning (DL)-powered algorithm for detection of PE. CTPAs acquired between 04/2018 and 06/2020 (n = 1808) were analysed. To assess the impact of the ENS and the DL-algorithm, radiology report reading times (RRT), radiology report communication time (RCT), time to anticoagulation (TTA), and patient turnaround times (TAT) in the ED were compared for three consecutive time periods. Performance measures of the algorithm were calculated on a per exam level (sensitivity, specificity, PPV, NPV, F1-score), with written reports and exam review as ground truth.ResultsSensitivity of the algorithm was 79.6 % (95 %CI:70.8−87.2%), specificity 95.0 % (95 %CI:92.0−97.1%), PPV 82.2 % (95 %CI:73.9−88.3), and NPV 94.1 % (95 %CI:91.4–96 %). There was no statistically significant reduction of any of the observed times (RRT, RCT, TTA, TAT).ConclusionDL-assisted detection of PE in CTPAs and ENS-assisted communication of results to referring physicians technically work. However, the mere clinical introduction of these tools, even if they exhibit a good performance, is not sufficient to achieve significant effects on clinical performance measures." @default.
• W3167877233 created "2021-06-22" @default.
• W3167877233 creator A5004243362 @default.
• W3167877233 creator A5011568032 @default.
• W3167877233 creator A5013671245 @default.
• W3167877233 creator A5021111028 @default.
• W3167877233 creator A5032357815 @default.
• W3167877233 creator A5062437739 @default.
• W3167877233 creator A5064480472 @default.
• W3167877233 creator A5065676540 @default.
• W3167877233 creator A5072254099 @default.
• W3167877233 creator A5077205632 @default.
• W3167877233 creator A5087787477 @default.
• W3167877233 date "2021-08-01" @default.
• W3167877233 modified "2023-10-09" @default.
• W3167877233 title "Deep learning-based automated detection of pulmonary embolism on CT pulmonary angiograms: No significant effects on report communication times and patient turnaround in the emergency department nine months after technical implementation" @default.
• W3167877233 cites W124570340 @default.
• W3167877233 cites W1995113178 @default.
• W3167877233 cites W1997973635 @default.
• W3167877233 cites W2020018978 @default.
• W3167877233 cites W2024332897 @default.
• W3167877233 cites W2045035367 @default.
• W3167877233 cites W2099638261 @default.
• W3167877233 cites W2104881567 @default.
• W3167877233 cites W2158802689 @default.
• W3167877233 cites W2253429366 @default.
• W3167877233 cites W2308340670 @default.
• W3167877233 cites W2334319871 @default.
• W3167877233 cites W2547235126 @default.
• W3167877233 cites W2579074212 @default.
• W3167877233 cites W2608231518 @default.
• W3167877233 cites W2613847633 @default.
• W3167877233 cites W2725984455 @default.
• W3167877233 cites W2795774310 @default.
• W3167877233 cites W2801003166 @default.
• W3167877233 cites W2891492187 @default.
• W3167877233 cites W2911410812 @default.
• W3167877233 cites W2912504222 @default.
• W3167877233 cites W2914069220 @default.
• W3167877233 cites W2966744887 @default.
• W3167877233 cites W2972901606 @default.
• W3167877233 cites W2995143015 @default.
• W3167877233 cites W2995162454 @default.
• W3167877233 cites W3033255453 @default.
• W3167877233 cites W3039113409 @default.
• W3167877233 cites W3043895010 @default.
• W3167877233 cites W3109626385 @default.
• W3167877233 doi "https://doi.org/10.1016/j.ejrad.2021.109816" @default.
• W3167877233 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34157638" @default.
• W3167877233 hasPublicationYear "2021" @default.
• W3167877233 type Work @default.
• W3167877233 sameAs 3167877233 @default.
• W3167877233 citedByCount "16" @default.
• W3167877233 countsByYear W31678772332021 @default.
• W3167877233 countsByYear W31678772332022 @default.
• W3167877233 countsByYear W31678772332023 @default.
• W3167877233 crossrefType "journal-article" @default.
• W3167877233 hasAuthorship W3167877233A5004243362 @default.
• W3167877233 hasAuthorship W3167877233A5011568032 @default.
• W3167877233 hasAuthorship W3167877233A5013671245 @default.
• W3167877233 hasAuthorship W3167877233A5021111028 @default.
• W3167877233 hasAuthorship W3167877233A5032357815 @default.
• W3167877233 hasAuthorship W3167877233A5062437739 @default.
• W3167877233 hasAuthorship W3167877233A5064480472 @default.
• W3167877233 hasAuthorship W3167877233A5065676540 @default.
• W3167877233 hasAuthorship W3167877233A5072254099 @default.
• W3167877233 hasAuthorship W3167877233A5077205632 @default.
• W3167877233 hasAuthorship W3167877233A5087787477 @default.
• W3167877233 hasBestOaLocation W31678772331 @default.
• W3167877233 hasConcept C111919701 @default.
• W3167877233 hasConcept C118552586 @default.
• W3167877233 hasConcept C126838900 @default.
• W3167877233 hasConcept C141071460 @default.
• W3167877233 hasConcept C168563851 @default.
• W3167877233 hasConcept C176553487 @default.
• W3167877233 hasConcept C194828623 @default.
• W3167877233 hasConcept C2776265017 @default.
• W3167877233 hasConcept C2780724011 @default.
• W3167877233 hasConcept C41008148 @default.
• W3167877233 hasConcept C71924100 @default.
• W3167877233 hasConceptScore W3167877233C111919701 @default.
• W3167877233 hasConceptScore W3167877233C118552586 @default.
• W3167877233 hasConceptScore W3167877233C126838900 @default.
• W3167877233 hasConceptScore W3167877233C141071460 @default.
• W3167877233 hasConceptScore W3167877233C168563851 @default.
• W3167877233 hasConceptScore W3167877233C176553487 @default.
• W3167877233 hasConceptScore W3167877233C194828623 @default.
• W3167877233 hasConceptScore W3167877233C2776265017 @default.
• W3167877233 hasConceptScore W3167877233C2780724011 @default.
• W3167877233 hasConceptScore W3167877233C41008148 @default.
• W3167877233 hasConceptScore W3167877233C71924100 @default.
• W3167877233 hasLocation W31678772331 @default.
• W3167877233 hasOpenAccess W3167877233 @default.
• W3167877233 hasPrimaryLocation W31678772331 @default.
• W3167877233 hasRelatedWork W1943722466 @default.
• W3167877233 hasRelatedWork W2026095104 @default.
• W3167877233 hasRelatedWork W2036003955 @default.
• W3167877233 hasRelatedWork W2063711654 @default.

• next