Matches in SemOpenAlex for { <https://semopenalex.org/work/W4309343886> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4309343886 abstract "Abstract Rapid detection of intracranial haemorrhage (ICH) is crucial for assessing patients with neurological symptoms. Prioritising these urgent scans for reporting presents a challenge for radiologists. Artificial intelligence (AI) offers a solution to enable radiologists to triage urgent scans and reduce reporting errors. This study aims to evaluate the accuracy of an ICH-detection AI software and whether it benefits a high-volume trauma centre in terms of triage and reducing diagnostic errors. A peer review of head CT scans performed prior to the implementation of the AI was conducted to identify the department’s current miss-rate. Once implemented, the AI software was validated using CT scans performed over one month, and was reviewed by a neuroradiologist. The turn-around-time was calculated as the time taken from scan completion to report finalisation. 2916 head CT scans and reports were reviewed as part of the audit. The AI software flagged 20 cases that were negative-by-report. Two of these were true-misses that had no follow-up imaging. Both patients were followed up and exhibited no long-term neurological sequelae. For ICH-positive scans, there was an increase in TAT in the total sample (35.6%), and a statistically insignificant decrease in TAT in the emergency (− 5.1%) and outpatient (− 14.2%) cohorts. The AI software was tested on a sample of real-world data from a high-volume Australian centre. The diagnostic accuracy was comparable to that reported in literature. The study demonstrated the institution’s low miss-rate and short reporting time, therefore any improvements from the use of AI would be marginal and challenging to measure." @default.
- W4309343886 created "2022-11-26" @default.
- W4309343886 creator A5007451754 @default.
- W4309343886 creator A5016207115 @default.
- W4309343886 creator A5024526307 @default.
- W4309343886 creator A5036564743 @default.
- W4309343886 creator A5043340777 @default.
- W4309343886 creator A5046495530 @default.
- W4309343886 creator A5057303695 @default.
- W4309343886 creator A5071473521 @default.
- W4309343886 date "2022-11-18" @default.
- W4309343886 modified "2023-09-30" @default.
- W4309343886 title "Retrospective analysis and prospective validation of an AI-based software for intracranial haemorrhage detection at a high-volume trauma centre" @default.
- W4309343886 cites W2137591261 @default.
- W4309343886 cites W2154156950 @default.
- W4309343886 cites W2516038658 @default.
- W4309343886 cites W2608278260 @default.
- W4309343886 cites W2989984419 @default.
- W4309343886 cites W2995143015 @default.
- W4309343886 cites W3006379117 @default.
- W4309343886 cites W3008956992 @default.
- W4309343886 cites W3123237299 @default.
- W4309343886 cites W3150367798 @default.
- W4309343886 cites W3174493613 @default.
- W4309343886 doi "https://doi.org/10.1038/s41598-022-24504-y" @default.
- W4309343886 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36400834" @default.
- W4309343886 hasPublicationYear "2022" @default.
- W4309343886 type Work @default.
- W4309343886 citedByCount "1" @default.
- W4309343886 countsByYear W43093438862023 @default.
- W4309343886 crossrefType "journal-article" @default.
- W4309343886 hasAuthorship W4309343886A5007451754 @default.
- W4309343886 hasAuthorship W4309343886A5016207115 @default.
- W4309343886 hasAuthorship W4309343886A5024526307 @default.
- W4309343886 hasAuthorship W4309343886A5036564743 @default.
- W4309343886 hasAuthorship W4309343886A5043340777 @default.
- W4309343886 hasAuthorship W4309343886A5046495530 @default.
- W4309343886 hasAuthorship W4309343886A5057303695 @default.
- W4309343886 hasAuthorship W4309343886A5071473521 @default.
- W4309343886 hasBestOaLocation W43093438861 @default.
- W4309343886 hasConcept C118552586 @default.
- W4309343886 hasConcept C126838900 @default.
- W4309343886 hasConcept C141071460 @default.
- W4309343886 hasConcept C162324750 @default.
- W4309343886 hasConcept C187736073 @default.
- W4309343886 hasConcept C190892606 @default.
- W4309343886 hasConcept C194828623 @default.
- W4309343886 hasConcept C19527891 @default.
- W4309343886 hasConcept C199521495 @default.
- W4309343886 hasConcept C2777120189 @default.
- W4309343886 hasConcept C2780724011 @default.
- W4309343886 hasConcept C3019520628 @default.
- W4309343886 hasConcept C3020132585 @default.
- W4309343886 hasConcept C58693492 @default.
- W4309343886 hasConcept C71924100 @default.
- W4309343886 hasConceptScore W4309343886C118552586 @default.
- W4309343886 hasConceptScore W4309343886C126838900 @default.
- W4309343886 hasConceptScore W4309343886C141071460 @default.
- W4309343886 hasConceptScore W4309343886C162324750 @default.
- W4309343886 hasConceptScore W4309343886C187736073 @default.
- W4309343886 hasConceptScore W4309343886C190892606 @default.
- W4309343886 hasConceptScore W4309343886C194828623 @default.
- W4309343886 hasConceptScore W4309343886C19527891 @default.
- W4309343886 hasConceptScore W4309343886C199521495 @default.
- W4309343886 hasConceptScore W4309343886C2777120189 @default.
- W4309343886 hasConceptScore W4309343886C2780724011 @default.
- W4309343886 hasConceptScore W4309343886C3019520628 @default.
- W4309343886 hasConceptScore W4309343886C3020132585 @default.
- W4309343886 hasConceptScore W4309343886C58693492 @default.
- W4309343886 hasConceptScore W4309343886C71924100 @default.
- W4309343886 hasIssue "1" @default.
- W4309343886 hasLocation W43093438861 @default.
- W4309343886 hasLocation W43093438862 @default.
- W4309343886 hasLocation W43093438863 @default.
- W4309343886 hasOpenAccess W4309343886 @default.
- W4309343886 hasPrimaryLocation W43093438861 @default.
- W4309343886 hasRelatedWork W1982536824 @default.
- W4309343886 hasRelatedWork W1983536736 @default.
- W4309343886 hasRelatedWork W2061619006 @default.
- W4309343886 hasRelatedWork W2095526866 @default.
- W4309343886 hasRelatedWork W2139971516 @default.
- W4309343886 hasRelatedWork W2410421168 @default.
- W4309343886 hasRelatedWork W2465216678 @default.
- W4309343886 hasRelatedWork W2580491551 @default.
- W4309343886 hasRelatedWork W2981327068 @default.
- W4309343886 hasRelatedWork W4232888950 @default.
- W4309343886 hasVolume "12" @default.
- W4309343886 isParatext "false" @default.
- W4309343886 isRetracted "false" @default.
- W4309343886 workType "article" @default.