FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3163891330> ?p ?o ?g. }

• W3163891330 endingPage "1745" @default.
• W3163891330 startingPage "1736" @default.
• W3163891330 abstract "To compare the accuracy of computer versus physician predictions of hospitalization and to explore the potential synergies of hybrid physician-computer models.A single-center prospective observational study in a tertiary pediatric hospital in Boston, Massachusetts, United States. Nine emergency department (ED) attending physicians participated in the study. Physicians predicted the likelihood of admission for patients in the ED whose hospitalization disposition had not yet been decided. In parallel, a random-forest computer model was developed to predict hospitalizations from the ED, based on data available within the first hour of the ED encounter. The model was tested on the same cohort of patients evaluated by the participating physicians.198 pediatric patients were considered for inclusion. Six patients were excluded due to incomplete or erroneous physician forms. Of the 192 included patients, 54 (28%) were admitted and 138 (72%) were discharged. The positive predictive value for the prediction of admission was 66% for the clinicians, 73% for the computer model, and 86% for a hybrid model combining the two. To predict admission, physicians relied more heavily on the clinical appearance of the patient, while the computer model relied more heavily on technical data-driven features, such as the rate of prior admissions or distance traveled to hospital.Computer-generated predictions of patient disposition were more accurate than clinician-generated predictions. A hybrid prediction model improved accuracy over both individual predictions, highlighting the complementary and synergistic effects of both approaches.The integration of computer and clinician predictions can yield improved predictive performance." @default.
• W3163891330 created "2021-05-24" @default.
• W3163891330 creator A5001697715 @default.
• W3163891330 creator A5009027574 @default.
• W3163891330 creator A5011654409 @default.
• W3163891330 creator A5026951561 @default.
• W3163891330 creator A5038470990 @default.
• W3163891330 creator A5045926305 @default.
• W3163891330 creator A5048277564 @default.
• W3163891330 creator A5053060587 @default.
• W3163891330 creator A5064892794 @default.
• W3163891330 creator A5070704943 @default.
• W3163891330 creator A5079414957 @default.
• W3163891330 creator A5084647178 @default.
• W3163891330 creator A5087593397 @default.
• W3163891330 date "2021-05-19" @default.
• W3163891330 modified "2023-10-16" @default.
• W3163891330 title "Prediction of patient disposition: comparison of computer and human approaches and a proposed synthesis" @default.
• W3163891330 cites W160318044 @default.
• W3163891330 cites W1887152358 @default.
• W3163891330 cites W1964378530 @default.
• W3163891330 cites W1968336732 @default.
• W3163891330 cites W1995360315 @default.
• W3163891330 cites W1998843321 @default.
• W3163891330 cites W2000063416 @default.
• W3163891330 cites W2066091013 @default.
• W3163891330 cites W2081202263 @default.
• W3163891330 cites W2096367109 @default.
• W3163891330 cites W2130345059 @default.
• W3163891330 cites W2146767951 @default.
• W3163891330 cites W2152847070 @default.
• W3163891330 cites W2164250466 @default.
• W3163891330 cites W2587730730 @default.
• W3163891330 cites W2590906758 @default.
• W3163891330 cites W2609161091 @default.
• W3163891330 cites W2609492364 @default.
• W3163891330 cites W2766447205 @default.
• W3163891330 cites W2788608859 @default.
• W3163891330 cites W2883790289 @default.
• W3163891330 cites W2888970663 @default.
• W3163891330 cites W2897434820 @default.
• W3163891330 cites W2904251400 @default.
• W3163891330 cites W2908201961 @default.
• W3163891330 cites W2940900531 @default.
• W3163891330 cites W2956972896 @default.
• W3163891330 cites W2961684758 @default.
• W3163891330 cites W2966555834 @default.
• W3163891330 cites W2976398475 @default.
• W3163891330 cites W3013681994 @default.
• W3163891330 cites W3014653879 @default.
• W3163891330 cites W3036458852 @default.
• W3163891330 cites W3044626901 @default.
• W3163891330 cites W3133846981 @default.
• W3163891330 cites W4248259059 @default.
• W3163891330 doi "https://doi.org/10.1093/jamia/ocab076" @default.
• W3163891330 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8324238" @default.
• W3163891330 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34010406" @default.
• W3163891330 hasPublicationYear "2021" @default.
• W3163891330 type Work @default.
• W3163891330 sameAs 3163891330 @default.
• W3163891330 citedByCount "8" @default.
• W3163891330 countsByYear W31638913302021 @default.
• W3163891330 countsByYear W31638913302022 @default.
• W3163891330 countsByYear W31638913302023 @default.
• W3163891330 crossrefType "journal-article" @default.
• W3163891330 hasAuthorship W3163891330A5001697715 @default.
• W3163891330 hasAuthorship W3163891330A5009027574 @default.
• W3163891330 hasAuthorship W3163891330A5011654409 @default.
• W3163891330 hasAuthorship W3163891330A5026951561 @default.
• W3163891330 hasAuthorship W3163891330A5038470990 @default.
• W3163891330 hasAuthorship W3163891330A5045926305 @default.
• W3163891330 hasAuthorship W3163891330A5048277564 @default.
• W3163891330 hasAuthorship W3163891330A5053060587 @default.
• W3163891330 hasAuthorship W3163891330A5064892794 @default.
• W3163891330 hasAuthorship W3163891330A5070704943 @default.
• W3163891330 hasAuthorship W3163891330A5079414957 @default.
• W3163891330 hasAuthorship W3163891330A5084647178 @default.
• W3163891330 hasAuthorship W3163891330A5087593397 @default.
• W3163891330 hasBestOaLocation W31638913302 @default.
• W3163891330 hasConcept C118552586 @default.
• W3163891330 hasConcept C119857082 @default.
• W3163891330 hasConcept C126322002 @default.
• W3163891330 hasConcept C15744967 @default.
• W3163891330 hasConcept C188816634 @default.
• W3163891330 hasConcept C194828623 @default.
• W3163891330 hasConcept C23131810 @default.
• W3163891330 hasConcept C2780724011 @default.
• W3163891330 hasConcept C38022665 @default.
• W3163891330 hasConcept C41008148 @default.
• W3163891330 hasConcept C45804977 @default.
• W3163891330 hasConcept C545542383 @default.
• W3163891330 hasConcept C71924100 @default.
• W3163891330 hasConcept C77805123 @default.
• W3163891330 hasConceptScore W3163891330C118552586 @default.
• W3163891330 hasConceptScore W3163891330C119857082 @default.
• W3163891330 hasConceptScore W3163891330C126322002 @default.
• W3163891330 hasConceptScore W3163891330C15744967 @default.
• W3163891330 hasConceptScore W3163891330C188816634 @default.

• next