2025
Reporting of Fairness Metrics in Clinical Risk Prediction Models Used for Precision Health: Scoping Review
Rountree L, Lin Y, Liu C, Salvatore M, Admon A, Nallamothu B, Singh K, Basu A, Bu F, Mukherjee B. Reporting of Fairness Metrics in Clinical Risk Prediction Models Used for Precision Health: Scoping Review. Online Journal Of Public Health Informatics 2025, 17: e66598. PMID: 39962044, PMCID: PMC11966066, DOI: 10.2196/66598.Peer-Reviewed Original ResearchClinical risk prediction modelsRisk prediction modelFairness metricsSex-stratified modelsEthnicity dataPrecision healthClinical risk predictionSensitive featuresStudy populationCardiovascular diseaseRisk predictionEvaluate potential disparitiesTraining dataPotential disparitiesEmpirical evaluationPrediction modelPrimary preventionInformatics systemsHigh-impact publicationsCOVID-19Metrics usageStudy cohortGoogle ScholarImplementation frameworkCOVID-19 model
2018
Using a community-engaged health informatics approach to develop a web analytics research platform for sharing data with community stakeholders.
Wang KH, Marenco L, Madera JE, Aminawung JA, Wang EA, Cheung KH. Using a community-engaged health informatics approach to develop a web analytics research platform for sharing data with community stakeholders. AMIA Annual Symposium Proceedings 2018, 2017: 1715-1723. PMID: 29854242, PMCID: PMC5977588.Peer-Reviewed Original ResearchConceptsTransitions Clinic NetworkHistory of incarcerationCommunity-based participatory research approachCommunity health workersCohort studyClinic networkHealth workersPatientsParticipatory research approachClinical programsOwn healthPatient dataHealth informatics systemsFocus groupsHealth informaticsCommunity stakeholdersStatistical analysisInformatics systems
2012
A multimedia comprehensive informatics system with decision support tools for a multi-site collaboration research of stroke rehabilitation
Wang X, Documet J, Garrison K, Winstein C, Liu B. A multimedia comprehensive informatics system with decision support tools for a multi-site collaboration research of stroke rehabilitation. Proceedings Of SPIE--the International Society For Optical Engineering 2012, 8319: 83190u-83190u-11. DOI: 10.1117/12.910971.Peer-Reviewed Original Research
2009
Embedding the guideline elements model in web ontology language.
Tran N, Michel G, Krauthammer M, Shiffman RN. Embedding the guideline elements model in web ontology language. AMIA Annual Symposium Proceedings 2009, 2009: 645-9. PMID: 20351934, PMCID: PMC2815420.Peer-Reviewed Original ResearchConceptsWeb Ontology LanguageGuideline Elements ModelOntology LanguageKnowledge modelSemantic Web ontology languagesMedical informatics systemsClinical decision support systemDecision support systemSemantic WebOWL representationKnowledge representationRepresentation formatHeterogeneous knowledgeMedical informaticsInformatics systemsSupport systemXMLImportant applicationsOwlsLanguageRepresentationOntologyComputerInformaticsWeb
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