Matches in SemOpenAlex for { <https://semopenalex.org/work/W4301454829> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4301454829 endingPage "107" @default.
- W4301454829 startingPage "92" @default.
- W4301454829 abstract "Trauma audit is intended to develop effective care for injured patients through process and outcome analysis, and dissemination of results. The system records injury details such as the patient’s sex and age, the mechanism of the injury, various measures of the severity of the injury, initial management and subsequent management interventions, and the outcome of the treatment including whether the patient lived or died. Ten years’ worth of trauma audit data from one hospital are modelled as an Artificial Neural Network (ANN) in order to compare the results with a more traditional logistic regression analysis. The output was set to be the probability that a patient will die. The ANN models and the logistic regression model achieve roughly the same predictive accuracy, although the ANNs are more difficult to interpret than the logistic regression model, and neither logistic regression nor the ANNs are particularly good at predicting death. For these reasons, ANNs are not seen as an appropriate tool to analyse trauma audit data. Results do suggest, however, the usefulness of using both traditional and non-traditional analysis techniques together and of including as many factors in the analysis as possible." @default.
- W4301454829 created "2022-10-05" @default.
- W4301454829 creator A5002760737 @default.
- W4301454829 creator A5018470618 @default.
- W4301454829 creator A5024159880 @default.
- W4301454829 creator A5044794760 @default.
- W4301454829 creator A5050750056 @default.
- W4301454829 creator A5052066082 @default.
- W4301454829 creator A5081205828 @default.
- W4301454829 date "2011-05-24" @default.
- W4301454829 modified "2023-10-17" @default.
- W4301454829 title "Data Mining Medical Information" @default.
- W4301454829 doi "https://doi.org/10.4018/978-1-59904-690-7.ch005" @default.
- W4301454829 hasPublicationYear "2011" @default.
- W4301454829 type Work @default.
- W4301454829 citedByCount "0" @default.
- W4301454829 crossrefType "book-chapter" @default.
- W4301454829 hasAuthorship W4301454829A5002760737 @default.
- W4301454829 hasAuthorship W4301454829A5018470618 @default.
- W4301454829 hasAuthorship W4301454829A5024159880 @default.
- W4301454829 hasAuthorship W4301454829A5044794760 @default.
- W4301454829 hasAuthorship W4301454829A5050750056 @default.
- W4301454829 hasAuthorship W4301454829A5052066082 @default.
- W4301454829 hasAuthorship W4301454829A5081205828 @default.
- W4301454829 hasConcept C119857082 @default.
- W4301454829 hasConcept C121955636 @default.
- W4301454829 hasConcept C124101348 @default.
- W4301454829 hasConcept C141071460 @default.
- W4301454829 hasConcept C144133560 @default.
- W4301454829 hasConcept C144237770 @default.
- W4301454829 hasConcept C148220186 @default.
- W4301454829 hasConcept C151956035 @default.
- W4301454829 hasConcept C152877465 @default.
- W4301454829 hasConcept C159110408 @default.
- W4301454829 hasConcept C194828623 @default.
- W4301454829 hasConcept C195910791 @default.
- W4301454829 hasConcept C199521495 @default.
- W4301454829 hasConcept C27415008 @default.
- W4301454829 hasConcept C33923547 @default.
- W4301454829 hasConcept C41008148 @default.
- W4301454829 hasConcept C45804977 @default.
- W4301454829 hasConcept C545542383 @default.
- W4301454829 hasConcept C71924100 @default.
- W4301454829 hasConceptScore W4301454829C119857082 @default.
- W4301454829 hasConceptScore W4301454829C121955636 @default.
- W4301454829 hasConceptScore W4301454829C124101348 @default.
- W4301454829 hasConceptScore W4301454829C141071460 @default.
- W4301454829 hasConceptScore W4301454829C144133560 @default.
- W4301454829 hasConceptScore W4301454829C144237770 @default.
- W4301454829 hasConceptScore W4301454829C148220186 @default.
- W4301454829 hasConceptScore W4301454829C151956035 @default.
- W4301454829 hasConceptScore W4301454829C152877465 @default.
- W4301454829 hasConceptScore W4301454829C159110408 @default.
- W4301454829 hasConceptScore W4301454829C194828623 @default.
- W4301454829 hasConceptScore W4301454829C195910791 @default.
- W4301454829 hasConceptScore W4301454829C199521495 @default.
- W4301454829 hasConceptScore W4301454829C27415008 @default.
- W4301454829 hasConceptScore W4301454829C33923547 @default.
- W4301454829 hasConceptScore W4301454829C41008148 @default.
- W4301454829 hasConceptScore W4301454829C45804977 @default.
- W4301454829 hasConceptScore W4301454829C545542383 @default.
- W4301454829 hasConceptScore W4301454829C71924100 @default.
- W4301454829 hasLocation W43014548291 @default.
- W4301454829 hasOpenAccess W4301454829 @default.
- W4301454829 hasPrimaryLocation W43014548291 @default.
- W4301454829 hasRelatedWork W1513810526 @default.
- W4301454829 hasRelatedWork W1991071742 @default.
- W4301454829 hasRelatedWork W2004411457 @default.
- W4301454829 hasRelatedWork W2020574593 @default.
- W4301454829 hasRelatedWork W2036703456 @default.
- W4301454829 hasRelatedWork W2109228181 @default.
- W4301454829 hasRelatedWork W2305450285 @default.
- W4301454829 hasRelatedWork W2467369001 @default.
- W4301454829 hasRelatedWork W2589092023 @default.
- W4301454829 hasRelatedWork W3158036591 @default.
- W4301454829 isParatext "false" @default.
- W4301454829 isRetracted "false" @default.
- W4301454829 workType "book-chapter" @default.