2023
Natural Language Processing — A Surveillance Stepping Stone to Identify Child Abuse
Shum M, Hsiao A, Teng W, Asnes A, Amrhein J, Tiyyagura G. Natural Language Processing — A Surveillance Stepping Stone to Identify Child Abuse. Academic Pediatrics 2023, 24: 92-96. PMID: 37652162, PMCID: PMC10840716, DOI: 10.1016/j.acap.2023.08.015.Peer-Reviewed Original ResearchConceptsClinical guidelinesClinical decision support toolSignificant demographic differencesED providersProvider notesInsurance statusGeneral EDsClinical careAbuse evaluationsED typeChild protective servicesChild abuseInjuryAppropriate evaluationChild physical abuseNLP algorithmDemographic differencesPhysical abuseAdherenceDemographic variablesProtective servicesNatural language processing algorithmAbuse
2005
The GuideLine Implementability Appraisal (GLIA): development of an instrument to identify obstacles to guideline implementation
Shiffman RN, Dixon J, Brandt C, Essaihi A, Hsiao A, Michel G, O'Connell R. The GuideLine Implementability Appraisal (GLIA): development of an instrument to identify obstacles to guideline implementation. BMC Medical Informatics And Decision Making 2005, 5: 23. PMID: 16048653, PMCID: PMC1190181, DOI: 10.1186/1472-6947-5-23.Peer-Reviewed Original ResearchConceptsGuideLine Implementability AppraisalGuideline implementationBackgroundClinical practice guidelinesProcess of careDraft guidelinesClinical guidelinesPractice guidelinesNational professional societiesGuideline developersHealth outcomesClinician behaviorFurther evaluationContent validityConstruct validityImplementable recommendationsImplementable guidelinesPreliminary supportGuidelinesOutcomesExpert reviewProfessional societiesPotential benefitsMeasurable outcomesImplementation strategies