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
2022
COVID-19 surge readiness: use cases demonstrating how hospitals leveraged digital identity access management for infection control and pandemic response
Gellert G, Kelly S, Hsiao A, Herrick B, Weis D, Lutz J, Stanton G, Bonilla S, Borgasano D, Erich M, Reilly C, Johnston D. COVID-19 surge readiness: use cases demonstrating how hospitals leveraged digital identity access management for infection control and pandemic response. BMJ Health & Care Informatics Online 2022, 29: e100680. PMID: 36423933, PMCID: PMC9692137, DOI: 10.1136/bmjhci-2022-100680.Peer-Reviewed Original ResearchConceptsInfection controlCare deliveryCOVID-19SARS-CoV-2Volume of patientsPandemic responseEpidemic infectious diseasesHospitals/health systemsTelehealth consultsClinical careUse casesInfectious diseasesHealth systemPatient safetyContact tracingPatientsVirtual visitsPatient informationHigh infectiousnessIsolation unitHospitalClinical workflowShift startTemperature checksIdentity Access Management
2014
Using a Scripted Data Entry Process to Transfer Legacy Immunization Data While Transitioning Between Electronic Medical Record Systems
Michel J, Hsiao A, Fenick A. Using a Scripted Data Entry Process to Transfer Legacy Immunization Data While Transitioning Between Electronic Medical Record Systems. Applied Clinical Informatics 2014, 05: 284-298. PMID: 24734139, PMCID: PMC3974261, DOI: 10.4338/aci-2013-11-ra-0096.Peer-Reviewed Original ResearchConceptsElectronic medical recordsImmunization dataSystem's electronic medical recordHealth systemAppropriate patient careManual chart reviewManual chart abstractionElectronic medical record systemChart abstractionChart reviewMedical record systemMedical recordsClinical careData entryPatient careImmunizationPatient dataHealthcare facilitiesProcess evaluationRecord systemManual data entry