The derivation and test cohorts used in the study.
dataset
posted on 2025-01-07, 18:38 authored by Junying Wei, Heshan Cao, Mingling Peng, Yinzhou Zhang, Sibei Li, Wuhua Ma, Yuhui LiThe derivation and test cohorts used in the study.
History
Usage metrics
Categories
Keywords
supporting clinical decisionshapley additive explanationshour urine outputdiastolic blood pressuredeveloped online toolcongestive heart failurecommon nosocomial infectionblood urea nitrogenauroc ), accuracyinterpretable machine learningbody mass index894 vap patients14 ml modelsefficiently assessing vapxlink "> ventilatorusing version 2hospital mortality riskxlink ">hospital mortalityvap patientsml modelsinterpretable toolsconducted usingbody temperaturewhether combinedversions 2version 3test cohortsstudy aimsspecificity acrosssodium levelsignificantly associatedrandom forestprediction modelpoor outcomesplatelet countoptimal modelmodel trainingmodel showedmodel constructioniv databaseidentified basedfeature selectionexternal testingcerebrovascular diseaseboruta algorithmbicarbonate levelbest performanceassociated pneumoniaassist cliniciansanion gap
Licence
Exports
RefWorksRefWorks
BibTeXBibTeX
Ref. managerRef. manager
EndnoteEndnote
DataCiteDataCite
NLMNLM
DCDC