FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381190087> ?p ?o ?g. }

• W4381190087 endingPage "205" @default.
• W4381190087 startingPage "199" @default.
• W4381190087 abstract "ABSTRACT Background: Hemorrhage remains the leading cause of death on the battlefield. This study aims to assess the ability of an artificial intelligence triage algorithm to automatically analyze vital-sign data and stratify hemorrhage risk in trauma patients. Methods: Here, we developed the APPRAISE–Hemorrhage Risk Index (HRI) algorithm, which uses three routinely measured vital signs (heart rate and diastolic and systolic blood pressures) to identify trauma patients at greatest risk of hemorrhage. The algorithm preprocesses the vital signs to discard unreliable data, analyzes reliable data using an artificial intelligence–based linear regression model, and stratifies hemorrhage risk into low (HRI:I), average (HRI:II), and high (HRI:III). Results: To train and test the algorithm, we used 540 h of continuous vital-sign data collected from 1,659 trauma patients in prehospital and hospital (i.e., emergency department) settings. We defined hemorrhage cases (n = 198) as those patients who received ≥1 unit of packed red blood cells within 24 h of hospital admission and had documented hemorrhagic injuries. The APPRAISE-HRI stratification yielded a hemorrhage likelihood ratio (95% confidence interval) of 0.28 (0.13–0.43) for HRI:I, 1.00 (0.85–1.15) for HRI:II, and 5.75 (3.57–7.93) for HRI:III, suggesting that patients categorized in the low-risk (high-risk) category were at least 3-fold less (more) likely to have hemorrhage than those in the average trauma population. We obtained similar results in a cross-validation analysis. Conclusions: The APPRAISE-HRI algorithm provides a new capability to evaluate routine vital signs and alert medics to specific casualties who have the highest risk of hemorrhage, to optimize decision-making for triage, treatment, and evacuation." @default.
• W4381190087 created "2023-06-20" @default.
• W4381190087 creator A5020594190 @default.
• W4381190087 creator A5021433440 @default.
• W4381190087 creator A5029014468 @default.
• W4381190087 creator A5031098716 @default.
• W4381190087 creator A5050365517 @default.
• W4381190087 creator A5055355045 @default.
• W4381190087 creator A5072687482 @default.
• W4381190087 creator A5089366533 @default.
• W4381190087 date "2023-06-19" @default.
• W4381190087 modified "2023-10-06" @default.
• W4381190087 title "APPRAISE-HRI: An Artificial Intelligence Algorithm for Triage of Hemorrhage Casualties" @default.
• W4381190087 cites W1602993003 @default.
• W4381190087 cites W1860124109 @default.
• W4381190087 cites W1965673774 @default.
• W4381190087 cites W1967433109 @default.
• W4381190087 cites W1986241684 @default.
• W4381190087 cites W2009244295 @default.
• W4381190087 cites W2011356417 @default.
• W4381190087 cites W2027102007 @default.
• W4381190087 cites W2029020268 @default.
• W4381190087 cites W2062401623 @default.
• W4381190087 cites W2087452364 @default.
• W4381190087 cites W2088856790 @default.
• W4381190087 cites W2128969579 @default.
• W4381190087 cites W2133226878 @default.
• W4381190087 cites W2134524919 @default.
• W4381190087 cites W2144488582 @default.
• W4381190087 cites W2156647368 @default.
• W4381190087 cites W2227390711 @default.
• W4381190087 cites W2323257552 @default.
• W4381190087 cites W2555737727 @default.
• W4381190087 cites W2792125230 @default.
• W4381190087 cites W2801034187 @default.
• W4381190087 cites W3005254265 @default.
• W4381190087 doi "https://doi.org/10.1097/shk.0000000000002166" @default.
• W4381190087 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37335312" @default.
• W4381190087 hasPublicationYear "2023" @default.
• W4381190087 type Work @default.
• W4381190087 citedByCount "0" @default.
• W4381190087 crossrefType "journal-article" @default.
• W4381190087 hasAuthorship W4381190087A5020594190 @default.
• W4381190087 hasAuthorship W4381190087A5021433440 @default.
• W4381190087 hasAuthorship W4381190087A5029014468 @default.
• W4381190087 hasAuthorship W4381190087A5031098716 @default.
• W4381190087 hasAuthorship W4381190087A5050365517 @default.
• W4381190087 hasAuthorship W4381190087A5055355045 @default.
• W4381190087 hasAuthorship W4381190087A5072687482 @default.
• W4381190087 hasAuthorship W4381190087A5089366533 @default.
• W4381190087 hasBestOaLocation W43811900871 @default.
• W4381190087 hasConcept C11413529 @default.
• W4381190087 hasConcept C126322002 @default.
• W4381190087 hasConcept C141071460 @default.
• W4381190087 hasConcept C194828623 @default.
• W4381190087 hasConcept C195244886 @default.
• W4381190087 hasConcept C2776890885 @default.
• W4381190087 hasConcept C2777120189 @default.
• W4381190087 hasConcept C2779669469 @default.
• W4381190087 hasConcept C2908647359 @default.
• W4381190087 hasConcept C41008148 @default.
• W4381190087 hasConcept C44249647 @default.
• W4381190087 hasConcept C545542383 @default.
• W4381190087 hasConcept C71924100 @default.
• W4381190087 hasConcept C95457728 @default.
• W4381190087 hasConcept C99454951 @default.
• W4381190087 hasConceptScore W4381190087C11413529 @default.
• W4381190087 hasConceptScore W4381190087C126322002 @default.
• W4381190087 hasConceptScore W4381190087C141071460 @default.
• W4381190087 hasConceptScore W4381190087C194828623 @default.
• W4381190087 hasConceptScore W4381190087C195244886 @default.
• W4381190087 hasConceptScore W4381190087C2776890885 @default.
• W4381190087 hasConceptScore W4381190087C2777120189 @default.
• W4381190087 hasConceptScore W4381190087C2779669469 @default.
• W4381190087 hasConceptScore W4381190087C2908647359 @default.
• W4381190087 hasConceptScore W4381190087C41008148 @default.
• W4381190087 hasConceptScore W4381190087C44249647 @default.
• W4381190087 hasConceptScore W4381190087C545542383 @default.
• W4381190087 hasConceptScore W4381190087C71924100 @default.
• W4381190087 hasConceptScore W4381190087C95457728 @default.
• W4381190087 hasConceptScore W4381190087C99454951 @default.
• W4381190087 hasIssue "2" @default.
• W4381190087 hasLocation W43811900871 @default.
• W4381190087 hasLocation W43811900872 @default.
• W4381190087 hasLocation W43811900873 @default.
• W4381190087 hasLocation W43811900874 @default.
• W4381190087 hasOpenAccess W4381190087 @default.
• W4381190087 hasPrimaryLocation W43811900871 @default.
• W4381190087 hasRelatedWork W135666085 @default.
• W4381190087 hasRelatedWork W1986308281 @default.
• W4381190087 hasRelatedWork W2053514191 @default.
• W4381190087 hasRelatedWork W2092622011 @default.
• W4381190087 hasRelatedWork W2097367199 @default.
• W4381190087 hasRelatedWork W2150245501 @default.
• W4381190087 hasRelatedWork W30340901 @default.
• W4381190087 hasRelatedWork W4283694021 @default.
• W4381190087 hasRelatedWork W4361868941 @default.
• W4381190087 hasRelatedWork W2001888429 @default.

• next